diff --git a/WSD/method2_experiments/mfs_output_context_10 b/WSD/method2_experiments/mfs_output_context_10 deleted file mode 100644 index c8d2ee3e6864c0bb7bbbb7a7b9448f099f001350..0000000000000000000000000000000000000000 --- a/WSD/method2_experiments/mfs_output_context_10 +++ /dev/null @@ -1,2081 +0,0 @@ -d000 d000.s000.t001 be%2:42:01:: -d000 d000.s000.t004 man%1:14:00:: -d000 d000.s000.t006 say%2:32:02:: -d000 d000.s001.t001 peer%2:39:00:: -d000 d000.s001.t005 U -d000 d000.s001.t006 companion%1:18:00:: -d000 d000.s001.t008 bleary%5:00:00:tired:00 -d000 d000.s001.t010 U -d000 d000.s001.t011 eye%1:09:00:: -d000 d000.s002.t001 have%2:39:06:: -d000 d000.s002.t003 ready%5:00:00:willing:00 -d000 d000.s002.t004 answer%2:42:02:: -d000 d000.s002.t007 much%1:23:00:: -d000 d000.s002.t010 surprise%2:41:00:: -d000 d000.s002.t014 fit%5:00:00:ready:00 -d000 d000.s002.t016 U -d000 d000.s003.t000 U -d000 d000.s003.t002 man%1:14:00:: -d000 d000.s003.t003 U -d000 d000.s003.t005 crazy%5:00:00:insane:00 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-d001 d001.s026.t014 salary%1:21:00:: -d001 d001.s026.t018 prospect%1:26:00:: -d001 d001.s026.t020 defeat%2:41:00:: -d001 d001.s026.t023 hand%2:40:00:: -d001 d001.s026.t026 democratic%5:00:00:common:01 -d001 d001.s026.t027 opponent%1:18:00:: -d001 d001.s027.t002 extent%1:26:00:: -d001 d001.s027.t004 potential%1:26:00:: -d001 d001.s027.t006 candidate%1:18:00:: -d001 d001.s027.t009 financial%3:01:00:: -d001 d001.s027.t010 backer%1:18:00:: -d001 d001.s027.t011 realize%2:40:01:: -d001 d001.s027.t014 congressional%3:01:00:: -d001 d001.s027.t015 prisoner%1:18:00:: -d001 d001.s027.t017 dilemma%1:09:00:: -d001 d001.s027.t018 U -d001 d001.s027.t019 work%1:09:00:: -d001 d001.s027.t022 disadvantage%1:07:00:: -d001 d001.s027.t029 hinder%2:33:00:: -d001 d001.s027.t033 attempt%1:04:00:: -d001 d001.s027.t036 field%1:15:03:: -d001 d001.s027.t038 competitive%5:00:00:capitalistic:00 -d001 d001.s027.t039 slate%2:31:00:: -d001 d001.s027.t041 congressional%3:01:00:: -d001 d001.s027.t042 candidate%1:18:00:: -d001 d001.s028.t000 fifth%1:24:00:: -d001 d001.s028.t003 theory%1:09:02:: -d001 d001.s028.t005 provide%2:41:00:: -d001 d001.s028.t009 partial%5:00:00:incomplete:00 -d001 d001.s028.t010 reason%2:31:01:: -d001 d001.s028.t013 U -d001 d001.s028.t014 U -d001 d001.s028.t016 be%2:42:01:: -d001 d001.s029.t002 extent%1:26:00:: -d001 d001.s029.t004 democratic%5:00:00:common:01 -d001 d001.s029.t005 legislator%1:18:00:: -d001 d001.s029.t010 hold%2:42:01:: -d001 d001.s029.t012 disproportionate%3:00:00:: -d001 d001.s029.t013 share%2:42:00:: -d001 d001.s029.t015 power%1:14:00:: -d001 d001.s029.t022 be%2:42:05:: -d001 d001.s029.t023 able%3:00:00:: -d001 d001.s029.t026 translate%2:30:01:: -d001 d001.s029.t027 such%4:02:00:: -d001 d001.s029.t028 clout%1:10:00:: -d001 d001.s029.t032 local%3:01:01:: -d001 d001.s029.t033 benefit%2:40:00:: -d001 d001.s029.t036 respective%5:00:00:individual:00 -d001 d001.s029.t037 constituency%1:14:00:: -d001 d001.s029.t039 voter%1:18:00:: -d001 d001.s029.t044 have%2:40:05:: -d001 d001.s029.t047 strong%5:00:00:powerful:00 -d001 d001.s029.t048 incentive%1:16:00:: -d001 d001.s029.t051 keep%1:21:00:: -d001 d001.s029.t052 such%5:00:01:specified:00 -d001 d001.s029.t053 U -d001 d001.s029.t055 office%1:04:01:: -d001 d001.s030.t003 theory%1:09:02:: -d001 d001.s030.t004 suggest%2:32:04:: -d001 d001.s030.t006 U -d001 d001.s030.t009 fare%2:42:00:: -d001 d001.s030.t014 race%2:38:10:: -d001 d001.s030.t017 campaign%1:04:02:: -d001 d001.s031.t001 local%1:06:00:: -d001 d001.s031.t002 U -d001 d001.s031.t003 matter%1:09:01:: -d001 d001.s031.t006 national%5:00:00:domestic:00 -d001 d001.s031.t007 policy%1:09:00:: -d001 d001.s031.t008 U -d001 d001.s031.t009 matter%1:09:01:: -d001 d001.s031.t014 chamber%1:08:00:: -d001 d001.s031.t019 be%2:42:01:: -d001 d001.s031.t022 pattern%1:09:03:: -d001 d001.s031.t026 expect%2:31:05:: -d001 d001.s031.t029 U -d001 d001.s031.t030 be%2:42:01:: -d001 d001.s031.t032 U -d001 d001.s031.t035 engage%2:40:00:: -d001 d001.s031.t037 local%3:01:01:: -d001 d001.s031.t038 U -d001 d001.s031.t041 democratic%5:00:00:common:01 -d001 d001.s031.t042 counterpart%1:09:00:: -d001 d001.s032.t000 U -d001 d001.s032.t003 empirical%3:00:00:: -d001 d001.s032.t004 support%2:32:00:: -d001 d001.s032.t007 theory%1:09:02:: -d001 d001.s033.t001 piece%1:28:00:: -d001 d001.s033.t003 evidence%2:32:02:: -d001 d001.s033.t004 corroborate%2:31:00:: -d001 d001.s033.t006 key%5:00:00:important:00 -d001 d001.s033.t007 assumption%1:09:00:: -d001 d001.s033.t009 democratic%5:00:00:common:01 -d001 d001.s033.t010 legislator%1:18:00:: -d001 d001.s033.t011 be%2:42:08:: -d001 d001.s033.t013 U -d001 d001.s033.t016 engage%2:40:00:: -d001 d001.s033.t018 local%3:01:01:: -d001 d001.s033.t019 U -d001 d001.s033.t022 republican%5:00:00:democratic:00 -d001 d001.s033.t023 colleague%1:18:01:: -d001 d001.s034.t000 first%5:00:02:opening:00 -d001 d001.s034.t002 economist%1:18:00:: -d001 d001.s034.t008 find%2:30:00:: -d001 d001.s034.t011 senator%1:18:00:: -d001 d001.s034.t012 U -d001 d001.s034.t020 allocate%2:40:00:: -d001 d001.s034.t021 personal%3:00:00:: -d001 d001.s034.t022 staff%1:14:00:: -d001 d001.s034.t023 budget%1:21:02:: -d001 d001.s034.t025 U -d001 d001.s035.t002 extent%1:26:00:: -d001 d001.s035.t005 primary%5:00:00:important:00 -d001 d001.s035.t006 duty%1:04:02:: -d001 d001.s035.t008 personal%1:10:00:: -d001 d001.s035.t009 staff%1:14:00:: -d001 d001.s035.t010 involve%2:42:04:: -d001 d001.s035.t011 local%3:01:01:: -d001 d001.s035.t012 U -d001 d001.s035.t015 indicate%2:32:03:: -d001 d001.s035.t017 political%3:01:01:: -d001 d001.s035.t018 philosophy%1:09:01:: -d001 d001.s035.t019 lead%2:41:12:: -d001 d001.s035.t020 congressional%3:01:00:: -d001 d001.s035.t021 U -d001 d001.s035.t023 U -d001 d001.s035.t027 narrow%3:00:06:: -d001 d001.s035.t028 constituent%1:18:00:: -d001 d001.s035.t029 concern%2:42:00:: -d001 d001.s036.t000 second%2:41:00:: -d001 d001.s036.t004 key%5:00:00:important:00 -d001 d001.s036.t005 assumption%1:09:00:: -d001 d001.s036.t006 be%2:42:05:: -d001 d001.s036.t007 valid%5:00:00:unexpired:00 -d001 d001.s036.t009 U -d001 d001.s036.t011 have%2:40:02:: -d001 d001.s036.t013 attendance%1:04:00:: -d001 d001.s036.t014 rate%2:31:00:: -d001 d001.s036.t016 U -d001 d001.s036.t017 vote%1:09:00:: -d001 d001.s036.t019 U -d001 d001.s036.t023 extent%1:26:00:: -d001 d001.s036.t025 such%5:00:01:specified:00 -d001 d001.s036.t026 vote%1:09:00:: -d001 d001.s036.t027 reflect%2:32:00:: -d001 d001.s036.t028 national%5:00:00:domestic:00 -d001 d001.s036.t029 policy%1:10:02:: -d001 d001.s036.t030 U -d001 d001.s036.t034 participate%2:33:00:: -d001 d001.s036.t036 such%5:00:01:specified:00 -d001 d001.s036.t037 vote%1:04:00:: -d001 d001.s036.t038 U -d001 d001.s036.t042 time%2:31:00:: -d001 d001.s036.t045 legislator%1:18:00:: -d001 d001.s036.t048 U -d001 d001.s036.t050 local%1:06:00:: -d001 d001.s036.t051 U -d001 d001.s037.t001 be%2:42:05:: -d001 d001.s037.t005 U -d001 d001.s037.t006 indicate%2:32:03:: -d001 d001.s037.t012 case%1:04:00:: -d001 d001.s038.t001 democratic%5:00:00:common:01 -d001 d001.s038.t003 attendance%1:04:00:: -d001 d001.s038.t004 rate%2:31:00:: -d001 d001.s038.t007 exceed%2:33:00:: -d001 d001.s038.t009 republican%5:00:00:democratic:00 -d001 d001.s038.t011 attendance%1:04:00:: -d001 d001.s038.t012 rate%2:31:00:: -d001 d001.s039.t004 show%2:38:00:: -d001 d001.s039.t007 table%2:42:00:: -d001 d001.s039.t009 U -d001 d001.s039.t010 allocate%2:40:00:: -d001 d001.s039.t013 proportion%1:25:00:: -d001 d001.s039.t016 personal%3:00:00:: -d001 d001.s039.t017 staff%1:14:00:: -d001 d001.s039.t019 district%2:41:00:: -d001 d001.s039.t020 office%1:26:00:: -d001 d001.s039.t023 local%1:06:00:: -d001 d001.s039.t024 U -d001 d001.s039.t025 duty%1:21:00:: -d001 d001.s039.t026 matter%1:09:01:: -d001 d001.s039.t029 national%5:00:00:domestic:00 -d001 d001.s039.t030 policy%1:09:00:: -d001 d001.s039.t031 U -d001 d001.s039.t032 activity%1:26:00:: -d001 d001.s039.t033 matter%1:09:01:: -d001 d001.s039.t035 relative%5:00:00:proportionate:00 -d001 d001.s039.t038 office%1:26:00:: -d001 d001.s040.t001 examination%1:09:03:: -d001 d001.s040.t003 change%2:40:00:: -d001 d001.s040.t005 personal%3:00:00:: -d001 d001.s040.t006 U -d001 d001.s040.t007 decision%1:04:00:: -d001 d001.s040.t017 control%1:26:00:: -d001 d001.s040.t020 body%2:42:00:: -d001 d001.s040.t021 change%2:40:00:: -d001 d001.s040.t022 party%1:14:02:: -d001 d001.s040.t023 hand%2:40:00:: -d001 d001.s040.t029 reveal%2:32:00:: -d001 d001.s040.t032 personal%3:00:00:: -d001 d001.s040.t033 U -d001 d001.s040.t034 difference%1:24:00:: -d001 d001.s040.t035 note%1:21:01:: -d001 d001.s040.t039 table%2:42:00:: -d001 d001.s040.t042 be%2:42:01:: -d001 d001.s040.t043 attribute%1:09:00:: -d001 d001.s040.t047 disproportionate%5:00:00:incommensurate:00 -d001 d001.s040.t048 control%1:26:00:: -d001 d001.s040.t050 U -d001 d001.s040.t051 exercise%2:31:00:: -d001 d001.s040.t054 U -d001 d001.s040.t057 U -d001 d001.s040.t058 status%1:26:00:: -d001 d001.s040.t061 other%3:00:00:: -d001 d001.s040.t062 resource%1:09:00:: -d001 d001.s040.t063 U -d001 d001.s040.t065 committee%1:14:01:: -d001 d001.s040.t066 staff%1:14:00:: -d001 d001.s041.t001 additional%5:00:03:added:00 -d001 d001.s041.t002 piece%1:28:00:: -d001 d001.s041.t004 evidence%2:32:00:: -d001 d001.s041.t010 U -d001 d001.s041.t011 other%3:00:00:: -d001 d001.s041.t012 U -d001 d001.s041.t014 constant%5:00:00:invariable:00 -d001 d001.s041.t016 U -d001 d001.s041.t018 incumbency%1:28:00:: -d001 d001.s041.t019 advantage%1:07:00:: -d001 d001.s041.t021 regional%5:00:00:territorial:00 -d001 d001.s041.t022 U -d001 d001.s041.t025 difference%1:10:00:: -d001 d001.s041.t027 popular%5:00:01:common:01 -d001 d001.s041.t028 vote%1:09:00:: -d001 d001.s041.t030 republican%5:00:00:democratic:00 -d001 d001.s041.t031 presidential%3:00:00:: -d001 d001.s041.t033 senatorial%3:01:00:: -d001 d001.s041.t034 candidate%1:18:00:: -d001 d001.s041.t036 state%1:14:00:: -d001 d001.s041.t037 conduct%2:41:01:: -d001 d001.s041.t040 election%1:04:01:: -d001 d001.s041.t041 U -d001 d001.s041.t045 be%2:42:01:: -d001 d001.s041.t047 positive%5:00:00:formal:01 -d001 d001.s041.t048 U -d001 d001.s041.t051 onerous%5:00:00:heavy:02 -d001 d001.s041.t053 U -d001 d001.s041.t056 tax%2:34:00:: -d001 d001.s041.t057 burden%1:09:01:: -d001 d001.s041.t058 be%2:42:05:: -d001 d001.s041.t061 state%1:14:00:: -d001 d001.s041.t064 progressive%5:00:00:liberal:00 -d001 d001.s041.t065 U -d001 d001.s041.t067 hit%2:35:05:: -d001 d001.s041.t068 U -d001 d001.s041.t069 state%1:14:00:: -d001 d001.s042.t001 put%2:35:05:: -d001 d001.s042.t007 candidate%1:18:00:: -d001 d001.s042.t009 president%1:18:03:: -d001 d001.s042.t011 U -d001 d001.s042.t018 voter%1:18:00:: -d001 d001.s042.t020 republican%5:00:00:democratic:00 -d001 d001.s042.t021 candidate%1:18:00:: -d001 d001.s042.t027 prisoner%1:18:00:: -d001 d001.s042.t029 dilemma%1:09:00:: -d001 d001.s042.t030 be%2:42:01:: -d001 d001.s042.t032 severe%5:00:02:nonindulgent:00 -d001 d001.s043.t002 ticket%2:41:00:: -d001 d001.s043.t003 U -d001 d001.s043.t004 appear%2:39:01:: -d001 d001.s043.t007 take%2:31:03:: -d001 d001.s043.t009 same%5:00:00:unchanged:00 -d001 d001.s043.t010 peculiar%5:00:00:specific:00 -d001 d001.s043.t011 pattern%1:09:03:: -d001 d001.s043.t015 state%1:14:00:: -d001 d001.s043.t016 government%1:04:00:: -d001 d001.s043.t017 U -d001 d001.s043.t023 federal%3:00:00:: -d001 d001.s043.t024 U -d001 d001.s044.t000 state%1:14:00:: -d001 d001.s044.t001 government%1:04:00:: -d001 d001.s044.t002 be%2:42:05:: -d001 d001.s044.t006 split%1:04:00:: -d001 d001.s044.t009 U -d001 d001.s044.t010 line%1:09:00:: -d001 d001.s044.t013 reverse%2:30:00:: -d001 d001.s045.t001 U -d001 d001.s045.t002 econometric%3:01:00:: -d001 d001.s045.t003 investigation%1:04:00:: -d001 d001.s045.t007 reveal%2:32:00:: -d001 d001.s045.t011 hold%2:42:01:: -d001 d001.s045.t012 other%3:00:00:: -d001 d001.s045.t013 U -d001 d001.s045.t014 constant%1:23:00:: -d001 d001.s045.t017 difference%1:24:00:: -d001 d001.s045.t020 state%1:14:00:: -d001 d001.s045.t022 U -d001 d001.s045.t023 vote%1:09:00:: -d001 d001.s045.t024 go%2:42:04:: -d001 d001.s045.t027 republican%5:00:00:democratic:00 -d001 d001.s045.t028 gubernatorial%3:01:00:: -d001 d001.s045.t029 candidate%1:18:00:: -d001 d001.s045.t032 republican%5:00:00:democratic:00 -d001 d001.s045.t033 share%2:42:00:: -d001 d001.s045.t037 state%1:14:00:: -d001 d001.s045.t038 house%1:14:05:: -d001 d001.s045.t039 be%2:42:01:: -d001 d001.s045.t041 U -d001 d001.s045.t042 function%2:33:00:: -d001 d001.s045.t045 state%1:14:00:: -d001 d001.s045.t046 U -d001 d001.s046.t001 sum%2:32:00:: -d001 d001.s046.t006 federal%3:00:00:: -d001 d001.s046.t008 state%1:14:00:: -d001 d001.s046.t009 government%1:04:00:: -d001 d001.s046.t010 U -d001 d001.s046.t013 part%2:41:00:: -d001 d001.s046.t017 irrational%3:00:00:: -d001 d001.s046.t018 behavior%1:26:00:: -d001 d001.s046.t020 voter%1:18:00:: -d001 d001.s046.t021 display%1:10:00:: -d001 d001.s046.t025 U -d001 d001.s046.t028 have%2:40:05:: -d001 d001.s046.t031 rational%5:00:00:mental:00 -d001 d001.s046.t032 explanation%1:10:00:: -d001 d001.s047.t002 teach%2:32:00:: -d001 d001.s047.t010 U -d002 d002.s000.t002 long%5:00:00:tall:00 -d002 d002.s000.t004 frightening%5:00:00:alarming:00 -d002 d002.s000.t005 night%1:28:02:: -d002 d002.s000.t009 devastate%2:30:00:: -d002 d002.s000.t010 earthquake%1:11:00:: -d002 d002.s000.t014 resident%1:18:00:: -d002 d002.s000.t015 search%1:04:01:: -d002 d002.s000.t017 comfort%1:26:00:: -d002 d002.s000.t019 solace%1:04:00:: -d002 d002.s001.t001 find%2:40:01:: -d002 d002.s001.t005 screen%1:06:01:: -d002 d002.s001.t008 U -d002 d002.s002.t000 U -d002 d002.s002.t003 make%2:30:14:: -d002 d002.s002.t005 way%1:07:01:: -d002 d002.s002.t008 computer%1:06:00:: -d002 d002.s002.t011 quake%1:11:00:: -d002 d002.s002.t014 U -d002 d002.s002.t020 electronic%3:01:00:: -d002 d002.s002.t021 U -d002 d002.s002.t026 link%1:10:00:: -d002 d002.s002.t027 computer%1:18:00:: -d002 d002.s002.t028 U -d002 d002.s002.t031 U -d002 d002.s003.t004 vivid%5:00:00:realistic:00 -d002 d002.s003.t005 bulletin%2:32:00:: -d002 d002.s003.t006 come%2:30:02:: -d002 d002.s003.t016 board%1:06:03:: -d002 d002.s003.t019 be%2:42:05:: -d002 d002.s003.t024 outpost%1:15:00:: -d002 d002.s003.t027 electronic%3:01:00:: -d002 d002.s003.t028 underground%1:06:00:: -d002 d002.s004.t001 two-thirds%1:23:00:: -d002 d002.s004.t007 subscriber%1:18:02:: -d002 d002.s004.t008 live%2:42:01:: -d002 d002.s005.t001 quake%1:11:00:: -d002 d002.s005.t002 U -d002 d002.s005.t008 hour%1:07:00:: -d002 d002.s005.t013 U -d002 d002.s005.t019 U -d002 d002.s005.t021 emotional%5:00:00:agitated:00 -d002 d002.s005.t022 U -d002 d002.s005.t023 report%2:32:03:: -d002 d002.s006.t001 be%2:42:05:: -d002 d002.s006.t002 excerpt%1:10:00:: -d002 d002.s006.t005 electronic%3:01:00:: -d002 d002.s006.t006 traffic%1:04:02:: -d002 d002.s006.t008 night%1:28:02:: -d002 d002.s007.t001 time%1:11:00:: -d002 d002.s007.t002 be%2:42:08:: -d002 d002.s007.t005 time%1:11:00:: -d002 d002.s007.t009 initial%5:00:00:first:00 -d002 d002.s007.t011 nickname%1:10:00:: -d002 d002.s007.t012 be%2:42:05:: -d002 d002.s007.t015 subscriber%1:18:02:: -d002 d002.s007.t016 use%2:41:04:: -d002 d002.s007.t020 identify%2:31:02:: -d002 d002.s011.t001 be%2:42:05:: -d002 d002.s011.t004 avenue%1:04:00:: -d002 d002.s011.t008 third%1:06:00:: -d002 d002.s011.t009 floor%2:37:00:: -d002 d002.s011.t012 old%5:00:00:experienced:00 -d002 d002.s011.t013 U -d002 d002.s011.t019 heart%1:15:00:: -d002 d002.s011.t021 beat%5:00:00:tired:00 -d002 d002.s011.t023 beat%5:00:00:tired:00 -d002 d002.s011.t027 U -d002 d002.s011.t028 ok%5:00:00:satisfactory:00 -d002 d002.s012.t001 U -d002 d002.s012.t009 fall%2:38:15:: -d002 d002.s012.t012 poster%1:10:00:: -d002 d002.s012.t013 U -d002 d002.s012.t015 glass%2:39:00:: -d002 d002.s012.t018 floor%2:35:00:: -d002 d002.s012.t020 U -d002 d002.s012.t022 open%1:15:02:: -d002 d002.s012.t028 floor%2:35:00:: -d002 d002.s015.t001 be%2:42:05:: -d002 d002.s015.t004 favorite%5:00:00:popular:00 -d002 d002.s015.t005 U -d002 d002.s015.t009 wait%1:04:00:: -d002 d002.s015.t012 U -d002 d002.s015.t014 start%2:30:01:: -d002 d002.s016.t001 U -d002 d002.s016.t003 temblor%1:11:00:: -d002 d002.s016.t004 begin%2:30:01:: -d002 d002.s016.t006 glance%2:39:00:: -d002 d002.s016.t009 table%2:42:00:: -d002 d002.s016.t010 next%5:00:00:close:01 -d002 d002.s016.t014 smile%1:10:00:: -d002 d002.s016.t016 guilty%5:00:00:ashamed:00 -d002 d002.s016.t017 smile%2:29:00:: -d002 d002.s016.t021 mouth%1:10:00:: -d002 d002.s016.t023 word%1:10:01:: -d002 d002.s016.t026 U -d002 d002.s017.t001 be%2:42:05:: -d002 d002.s017.t004 long%2:37:02:: -d002 d002.s017.t007 take%2:38:05:: -d002 d002.s017.t010 temblor%1:11:00:: -d002 d002.s017.t012 pass%2:41:02:: -d002 d002.s018.t001 U -d002 d002.s018.t005 get%2:35:10:: -d002 d002.s018.t010 U -d002 d002.s018.t011 start%2:30:01:: -d002 d002.s018.t013 shake%2:38:01:: -d002 d002.s018.t021 be%2:42:05:: -d002 d002.s018.t023 child%1:18:06:: -d002 d002.s018.t025 toy%2:35:00:: -d002 d002.s018.t026 block%1:04:00:: -d002 d002.s018.t031 toss%1:04:01:: -d002 d002.s021.t001 be%2:42:05:: -d002 d002.s021.t006 library%1:06:01:: -d002 d002.s021.t009 hit%2:34:00:: -d002 d002.s022.t000 endless%5:00:02:infinite:00 -d002 d002.s022.t001 second%1:28:01:: -d002 d002.s022.t003 wonder%1:09:00:: -d002 d002.s022.t006 huge%5:00:01:large:00 -d002 d002.s022.t007 window%1:06:05:: -d002 d002.s022.t009 buckle%2:35:01:: -d002 d002.s022.t011 shower%1:04:00:: -d002 d002.s022.t014 glass%2:39:00:: -d002 d002.s023.t002 few%1:23:00:: -d002 d002.s023.t003 book%2:41:01:: -d002 d002.s023.t004 U -d002 d002.s023.t007 U -d002 d002.s024.t002 auto%1:06:00:: -d002 d002.s024.t003 U -d002 d002.s024.t004 shop%1:06:01:: -d002 d002.s024.t005 fire%1:22:00:: -d002 d002.s024.t006 send%2:38:01:: -d002 d002.s024.t008 U -d002 d002.s024.t009 cloud%2:39:00:: -d002 d002.s024.t011 black%2:30:00:: -d002 d002.s024.t012 smoke%1:04:00:: -d002 d002.s024.t015 air%2:39:00:: -d002 d002.s027.t002 daughter%1:18:00:: -d002 d002.s027.t005 be%2:42:05:: -d002 d002.s027.t006 fine%2:41:00:: -d002 d002.s028.t001 U -d002 d002.s028.t002 shake%2:38:01:: -d002 d002.s028.t004 hell%1:15:01:: -d002 d002.s028.t007 keep%1:21:00:: -d002 d002.s028.t009 get%2:35:10:: -d002 d002.s029.t003 U -d002 d002.s029.t010 explode%2:30:00:: -d002 d002.s029.t012 burn%2:39:04:: -d002 d002.s029.t014 downtown%1:15:00:: -d002 d002.s029.t017 thing%1:09:02:: -d002 d002.s029.t019 be%2:42:05:: -d002 d002.s029.t021 peaceful%3:00:00:: -d002 d002.s030.t001 lot%1:23:00:: -d002 d002.s030.t003 car%1:06:03:: -d002 d002.s030.t004 alarm%2:32:00:: -d002 d002.s030.t005 U -d002 d002.s031.t001 cat%2:29:00:: -d002 d002.s031.t002 be%2:42:05:: -d002 d002.s031.t003 fine%5:00:00:satisfactory:00 -d002 d002.s031.t006 nervous%5:00:00:troubled:00 -d002 d002.s034.t000 huge%5:00:01:large:00 -d002 d002.s034.t001 fire%1:10:00:: -d002 d002.s034.t004 U -d002 d002.s035.t000 U -d002 d002.s035.t003 be%2:42:01:: -d002 d002.s035.t004 make%2:29:00:: -d002 d002.s035.t008 fill%2:30:00:: -d002 d002.s035.t010 liquefy%2:43:00:: -d002 d002.s036.t001 woman%1:18:02:: -d002 d002.s036.t004 U -d002 d002.s036.t005 apartment%1:06:00:: -d002 d002.s036.t006 be%2:42:05:: -d002 d002.s036.t007 able%5:00:00:capable:00 -d002 d002.s036.t010 walk%1:06:00:: -d002 d002.s036.t013 window%1:06:05:: -d002 d002.s036.t016 third%1:06:00:: -d002 d002.s036.t017 floor%1:06:00:: -d002 d002.s036.t019 street%1:14:00:: -d002 d002.s036.t020 level%2:33:01:: -d002 d002.s036.t023 quake%1:11:00:: -d002 d002.s037.t001 house%1:14:05:: -d002 d002.s037.t003 settle%2:38:01:: -d002 d002.s037.t008 ground%1:17:00:: -d002 d002.s040.t001 be%2:42:05:: -d002 d002.s040.t002 drive%2:38:00:: -d002 d002.s040.t004 truck%2:38:00:: -d002 d002.s040.t006 stop%2:35:00:: -d002 d002.s040.t010 U -d002 d002.s040.t014 corner%2:38:01:: -d002 d002.s040.t022 border%2:35:00:: -d002 d002.s040.t025 hit%2:40:05:: -d002 d002.s041.t001 part%2:38:00:: -d002 d002.s041.t002 be%2:42:05:: -d002 d002.s041.t003 watch%2:41:00:: -d002 d002.s041.t004 U -d002 d002.s041.t006 wave%2:32:00:: -d002 d002.s041.t009 head%1:11:00:: -d002 d002.s041.t012 way%4:02:00:: -d002 d002.s041.t016 drive%1:04:02:: -d002 d002.s044.t001 U -d002 d002.s044.t003 U -d002 d002.s044.t007 pier%1:06:01:: -d002 d002.s045.t001 flop%1:11:00:: -d002 d002.s045.t007 dramatic%3:00:00:: -d002 d002.s046.t000 many%3:00:00:: -d002 d002.s046.t001 hairline%1:08:00:: -d002 d002.s046.t002 crack%5:00:00:superior:02 -d002 d002.s046.t005 concrete%1:27:00:: -d002 d002.s046.t006 slab%1:06:00:: -d002 d002.s047.t001 U -d002 d002.s047.t003 damn%5:00:02:cursed:00 -d002 d002.s047.t004 fishing%1:04:00:: -d002 d002.s050.t001 U -d002 d002.s050.t006 second%1:23:00:: -d002 d002.s050.t007 floor%1:06:00:: -d002 d002.s050.t012 55th%5:00:00:ordinal:00 -d002 d002.s051.t001 hear%2:31:00:: -d002 d002.s051.t002 part%2:41:00:: -d002 d002.s051.t005 U -d002 d002.s051.t008 head%2:41:00:: -d002 d002.s051.t009 crack%5:00:00:superior:02 -d002 d002.s052.t002 think%2:31:01:: -d002 d002.s052.t006 die%2:30:04:: -d002 d002.s053.t003 decide%2:31:06:: -d002 d002.s053.t007 come%2:30:02:: -d002 d002.s053.t008 home%1:26:00:: -d002 d002.s053.t014 house%1:14:05:: -d002 d002.s053.t015 be%2:42:05:: -d002 d002.s053.t017 stilt%1:06:01:: -d002 d002.s054.t001 decide%2:31:06:: -d002 d002.s054.t004 brave%2:42:00:: -d002 d002.s054.t006 storm%2:35:00:: -d002 d002.s055.t001 be%2:42:05:: -d002 d002.s055.t003 horrible%5:00:00:alarming:00 -d002 d002.s055.t004 smell%1:09:01:: -d002 d002.s055.t006 gas%1:26:00:: -d002 d002.s055.t009 pass%1:04:06:: -d002 d002.s055.t012 refinery%1:06:00:: -d002 d002.s055.t015 cross%5:00:00:crosswise:00 -d002 d002.s056.t003 see%2:38:03:: -d002 d002.s056.t005 cloud%2:39:00:: -d002 d002.s056.t008 bay%1:06:01:: -d002 d002.s056.t011 horrible%5:00:00:alarming:00 -d002 d002.s056.t012 fire%1:04:00:: -d002 d002.s057.t002 U -d002 d002.s057.t003 many%3:00:00:: -d002 d002.s057.t004 aftershock%1:11:00:: -d002 d002.s058.t001 back%4:02:00:: -d002 d002.s058.t002 be%2:42:05:: -d002 d002.s058.t005 knot%1:07:00:: -d002 d002.s058.t008 hand%1:08:00:: -d002 d002.s058.t009 be%2:42:05:: -d002 d002.s058.t011 shake%2:38:01:: -d002 d002.s059.t001 think%2:31:09:: -d002 d002.s059.t004 few%1:23:00:: -d002 d002.s059.t007 aftershock%1:11:00:: -d002 d002.s059.t010 be%2:42:05:: -d002 d002.s059.t012 body%1:06:00:: -d002 d002.s059.t013 shake%2:38:02:: -d002 d002.s062.t002 see%2:31:02:: -d002 d002.s062.t004 flame%1:22:00:: -d002 d002.s062.t010 house%1:14:05:: -d002 d002.s062.t013 bay%1:06:01:: -d002 d002.s063.t002 be%2:42:05:: -d002 d002.s063.t003 hard%5:00:00:bad:00 -d002 d002.s063.t006 believe%2:31:04:: -d002 d002.s063.t011 happen%2:40:12:: -d002 d002.s066.t000 U -d002 d002.s066.t003 corner%2:38:01:: -d002 d002.s066.t005 damage%1:04:00:: -d002 d002.s066.t010 old%5:00:00:experienced:00 -d002 d002.s066.t011 lady%1:18:01:: -d002 d002.s066.t015 old%5:00:00:experienced:00 -d002 d002.s066.t016 mother%2:29:00:: -d002 d002.s066.t017 be%2:42:05:: -d002 d002.s066.t020 U -d002 d002.s067.t000 U -d002 d002.s067.t002 software%1:10:00:: -d002 d002.s068.t002 type%2:31:00:: -d002 d002.s068.t006 U -d002 d002.s068.t007 position%1:04:03:: -d002 d002.s072.t003 feel%1:26:00:: -d002 d002.s072.t005 thing%1:09:02:: -d002 d002.s072.t008 notice%1:09:01:: -d002 d002.s072.t010 strange%3:00:00:: -d002 d002.s072.t011 bird%2:33:00:: -d002 d002.s072.t012 behavior%1:07:00:: -d002 d002.s073.t000 duck%2:38:00:: -d002 d002.s073.t001 swarm%2:42:00:: -d002 d002.s076.t002 U -d002 d002.s076.t004 aftershock%1:11:00:: -d002 d002.s076.t006 few%1:23:00:: -d002 d002.s076.t007 second%1:28:01:: -d002 d002.s077.t001 U -d002 d002.s077.t003 numb%5:00:00:insensitive:02 -d002 d002.s080.t000 downtown%1:15:00:: -d002 d002.s080.t002 seem%2:39:01:: -d002 d002.s080.t005 be%2:42:05:: -d002 d002.s080.t007 part%2:41:00:: -d002 d002.s080.t009 town%1:14:00:: -d002 d002.s080.t012 be%2:42:05:: -d002 d002.s081.t001 power%1:14:00:: -d002 d002.s081.t003 minimal%3:00:00:: -d002 d002.s081.t004 phone%2:32:00:: -d002 d002.s081.t008 mess%1:26:02:: -d002 d002.s081.t010 mayonnaise%1:13:00:: -d002 d002.s081.t012 wine%2:34:01:: -d002 d002.s081.t020 floor%2:37:00:: -d002 d002.s081.t023 big%5:00:00:generous:02 -d002 d002.s081.t024 old%5:00:00:preceding:00 -d002 d002.s081.t025 U -d002 d002.s082.t001 quiver%1:26:00:: -d002 d002.s082.t002 move%2:37:01:: -d002 d002.s082.t005 house%1:14:05:: -d002 d002.s082.t007 few%1:23:00:: -d002 d002.s082.t008 minute%1:28:01:: -d002 d002.s082.t010 unpredictable%3:00:00:: -d002 d002.s082.t011 interval%1:07:00:: -d002 d002.s082.t015 mouse%2:38:00:: -d002 d002.s082.t020 live%2:42:04:: -d002 d002.s082.t023 kitchen%1:06:00:: -d002 d002.s082.t025 take%2:38:05:: -d002 d002.s082.t026 refuge%1:07:00:: -d002 d002.s082.t029 desk%1:06:00:: -d002 d002.s083.t001 U -d002 d002.s083.t009 be%2:42:05:: -d002 d002.s083.t012 distressed%5:00:01:troubled:00 -d002 d002.s084.t001 be%2:42:05:: -d002 d002.s084.t007 quake%2:38:01:: -d002 d002.s084.t008 U -d002 d002.s084.t010 town%1:15:00:: -d002 d002.s085.t001 U -d002 d002.s085.t005 U -d002 d002.s086.t002 thing%1:09:02:: -d002 d002.s086.t003 get%2:35:10:: -d002 d002.s086.t007 run%2:30:01:: -d002 d002.s086.t010 door%1:07:00:: -d002 d002.s086.t012 spend%2:40:01:: -d002 d002.s086.t014 next%5:00:00:close:01 -d002 d002.s086.t015 few%1:23:00:: -d002 d002.s086.t016 minute%1:28:01:: -d002 d002.s086.t019 watch%2:41:00:: -d002 d002.s086.t021 brick%1:06:00:: -d002 d002.s086.t022 sidewalk%1:06:00:: -d002 d002.s086.t025 foot%1:15:00:: -d002 d002.s086.t026 ooze%1:11:00:: -d002 d002.s086.t033 flower%1:28:00:: -d002 d002.s086.t034 wave%2:32:00:: -d002 d002.s086.t037 eerie%5:00:00:unnatural:00 -d002 d002.s086.t038 rhythm%1:04:00:: -d002 d002.s087.t000 amazing%5:00:00:impressive:00 -d002 d002.s087.t003 do%2:42:00:: -d002 d002.s087.t006 one%5:00:00:incomparable:00 -d002 d002.s087.t008 U -d002 d002.s087.t011 one%5:00:00:incomparable:00 -d002 d002.s087.t013 short-term%5:00:00:short:02 -d002 d002.s087.t014 memory%1:09:00:: -d002 d002.s088.t001 look%1:26:00:: -d002 d002.s088.t002 calm%2:37:01:: -d002 d002.s088.t006 be%2:42:05:: -d002 d002.s088.t008 surreal%5:00:00:unreal:02 -d002 d002.s088.t009 low%5:00:00:dejected:00 -d002 d002.s088.t010 level%5:00:00:steady:00 -d002 d002.s088.t012 confusion%1:09:00:: -d002 d002.s088.t015 aftershock%1:11:00:: -d002 d002.s088.t016 continue%2:42:00:: -d002 d002.s091.t000 power%1:14:00:: -d002 d002.s091.t001 be%2:42:05:: -d002 d002.s091.t008 U -d002 d002.s091.t011 seem%2:39:01:: -d002 d002.s091.t015 U -d002 d002.s091.t019 night%1:28:02:: -d002 d002.s091.t023 do%2:42:01:: -d002 d002.s091.t024 triage%1:04:00:: -d002 d002.s091.t028 U -d002 d002.s091.t032 sound%1:19:00:: -d002 d002.s091.t034 light%2:38:00:: -d002 d002.s092.t001 friend%1:18:04:: -d002 d002.s092.t004 be%2:42:05:: -d002 d002.s092.t007 underground%5:00:00:covert:00 -d002 d002.s092.t008 computer%1:18:00:: -d002 d002.s092.t009 center%1:06:01:: -d002 d002.s092.t011 downtown%1:15:00:: -d002 d002.s092.t015 quake%1:11:00:: -d002 d002.s092.t016 U -d002 d002.s093.t001 say%2:32:04:: -d002 d002.s093.t006 computer%1:18:00:: -d002 d002.s093.t007 take%2:38:05:: -d002 d002.s093.t009 U -d002 d002.s093.t010 trip%1:04:01:: -d002 d002.s093.t012 slide%1:06:00:: -d002 d002.s093.t015 floor%2:37:00:: -d002 d002.s094.t000 today%1:28:01:: -d002 d002.s094.t002 be%2:42:05:: -d002 d002.s094.t003 U -d002 d002.s094.t005 people%1:14:02:: -d002 d002.s094.t006 realize%2:40:01:: -d002 d002.s094.t008 hard%4:02:04:: -d002 d002.s094.t009 life%1:09:00:: -d002 d002.s094.t014 be%2:42:05:: -d002 d002.s094.t019 while%1:28:00:: -d002 d002.s097.t001 get%2:35:10:: -d002 d002.s097.t002 home%1:26:00:: -d002 d002.s097.t004 let%2:41:00:: -d002 d002.s097.t006 dog%2:38:00:: -d002 d002.s097.t009 house%1:14:05:: -d002 d002.s097.t011 notice%1:09:01:: -d002 d002.s097.t013 sound%5:00:00:healthy:00 -d002 d002.s097.t016 head%1:11:00:: -d002 d002.s097.t020 someone%1:03:00:: -d002 d002.s097.t022 walk%2:38:01:: -d002 d002.s097.t025 U -d002 d002.s098.t002 notice%1:09:01:: -d002 d002.s098.t005 car%1:06:03:: -d002 d002.s098.t007 bounce%2:38:01:: -d002 d002.s098.t013 someone%1:03:00:: -d002 d002.s098.t015 jump%2:38:00:: -d002 d002.s099.t001 realize%2:36:00:: -d002 d002.s099.t005 happen%2:40:12:: -d002 d002.s099.t007 scream%1:11:00:: -d002 d002.s099.t010 house%1:14:05:: -d002 d002.s099.t013 dog%2:38:00:: -d002 d002.s100.t000 cupboard%1:06:00:: -d002 d002.s100.t001 door%1:06:03:: -d002 d002.s100.t003 fly%2:38:03:: -d002 d002.s100.t006 U -d002 d002.s100.t010 kitchen%1:06:00:: -d002 d002.s100.t011 walk%1:06:00:: -d002 d002.s100.t013 few%1:23:00:: -d002 d002.s100.t014 foot%2:38:00:: -d002 d002.s100.t017 dog%2:38:00:: -d002 d002.s100.t018 come%2:30:02:: -d002 d002.s100.t023 scoot%2:38:00:: -d002 d002.s100.t027 dog%2:38:00:: -d002 d002.s100.t028 run%2:38:04:: -d002 d002.s100.t030 stand%2:35:00:: -d002 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wonder%1:11:00:: -d002 d002.s133.t005 be%2:42:05:: -d002 d002.s133.t006 able%3:00:00:: -d002 d002.s133.t009 U -d002 d002.s136.t000 flesh%1:08:01:: -d002 d002.s136.t001 go%2:34:00:: -d002 d002.s136.t003 total%5:00:00:whole:00 -d002 d002.s136.t006 flight%1:04:01:: -d002 d002.s136.t008 fight%2:41:00:: -d002 d002.s137.t000 nausea%1:12:00:: -d002 d002.s137.t001 seem%2:39:01:: -d002 d002.s137.t003 commonplace%5:00:02:ordinary:00 -d002 d002.s137.t004 symptom%1:26:00:: -d002 d002.s138.t002 quiet%4:02:00:: -d002 d002.s139.t001 walk%1:04:04:: -d002 d002.s139.t010 few%1:23:00:: -d002 d002.s139.t011 minute%1:28:01:: -d002 d002.s139.t015 morning%1:28:01:: -d002 d002.s140.t000 next%5:00:00:close:01 -d002 d002.s140.t005 homeless%1:18:00:: -d002 d002.s140.t006 couple%2:35:02:: -d002 d002.s140.t009 U -d002 d002.s140.t013 blue%5:00:00:dejected:00 -d002 d002.s140.t014 U -d002 d002.s140.t017 U -d002 d002.s140.t020 say%2:32:02:: -d002 d002.s140.t023 U -d002 d002.s140.t029 woman%1:18:02:: -d002 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buy%2:40:03:: -d000 d000.s116.t019 drink%1:04:01:: -d000 d000.s116.t024 prevent%2:41:01:: -d000 d000.s116.t025 possible%3:00:00:: -d000 d000.s116.t026 trouble%2:37:00:: -d000 d000.s117.t002 be%2:42:01:: -d000 d000.s117.t004 trouble%2:41:01:: -d000 d000.s118.t001 guy%2:32:00:: -d000 d000.s118.t002 sulk%1:12:00:: -d000 d000.s118.t005 drink%2:31:00:: -d000 d000.s118.t008 upset%1:04:00:: -d000 d000.s118.t012 lack%1:26:00:: -d000 d000.s118.t014 appreciation%1:04:00:: -d000 d000.s119.t002 break%2:32:05:: -d000 d000.s119.t004 uncomfortable%3:00:00:: -d000 d000.s119.t005 silence%1:07:00:: -d000 d000.s119.t008 begin%2:30:01:: -d000 d000.s119.t011 talk%1:10:01:: -d000 d000.s120.t001 U -d000 d000.s120.t005 drink%2:31:00:: -d000 d000.s120.t010 complain%2:32:00:: -d000 d000.s120.t014 wife%1:18:00:: -d000 d000.s120.t017 be%2:42:01:: -d000 d000.s120.t020 U -d000 d000.s120.t023 minute%1:28:01:: -d000 d000.s120.t028 notice%1:09:01:: -d000 d000.s120.t030 U -d000 d000.s120.t031 interest%1:07:01:: -d000 d000.s120.t034 listener%1:18:00:: -d000 d000.s120.t037 show%1:10:03:: -d000 d000.s120.t040 alert%3:00:00:: -d000 d000.s120.t041 face%2:32:03:: -d000 d000.s120.t045 bright%5:00:00:glorious:00 -d000 d000.s120.t046 eye%1:09:01:: -d000 d000.s121.t002 pause%2:42:00:: -d000 d000.s121.t005 moisten%2:30:00:: -d000 d000.s121.t007 U -d000 d000.s121.t010 U -d000 d000.s121.t011 U -d000 d000.s122.t004 pay%2:40:02:: -d000 d000.s122.t006 bill%1:10:00:: -d000 d000.s123.t002 U -d000 d000.s123.t005 other%3:00:00:: -d000 d000.s123.t006 U -d000 d000.s123.t011 hate%2:37:00:: -d000 d000.s123.t015 say%2:32:02:: -d000 d000.s123.t021 divorce%2:41:00:: -d000 d000.s124.t001 scowl%1:10:00:: -d000 d000.s125.t002 bitch%1:10:00:: -d000 d000.s125.t004 love%2:35:00:: -d000 d000.s125.t006 divorce%2:41:00:: -d000 d000.s125.t010 growl%2:32:00:: -d000 d000.s126.t004 get%2:39:13:: -d000 d000.s126.t005 half%5:00:00:fractional:00 -d000 d000.s126.t010 have%2:40:05:: -d000 d000.s127.t000 U -d000 d000.s127.t002 deal%2:31:10:: -d000 d000.s127.t005 know%2:31:02:: -d000 d000.s128.t002 have%2:40:05:: -d000 d000.s128.t005 U -d000 d000.s128.t008 business%1:09:01:: -d000 d000.s128.t011 U -d000 d000.s128.t016 share%2:42:00:: -d000 d000.s129.t002 U -d000 d000.s130.t001 nod%1:10:01:: -d000 d000.s132.t002 see%2:31:02:: -d000 d000.s133.t002 understand%2:31:00:: -d000 d000.s133.t007 be%2:42:05:: -d000 d000.s133.t010 state%2:32:00:: -d000 d000.s134.t001 come%2:30:02:: -d000 d000.s134.t006 U -d000 d000.s135.t001 be%2:42:05:: -d000 d000.s135.t007 do%2:42:01:: -d000 d000.s135.t009 U -d000 d000.s135.t010 job%1:10:00:: -d000 d000.s136.t003 tell%1:18:00:: -d000 d000.s137.t001 U -d000 d000.s137.t003 twinge%2:39:01:: -d000 d000.s137.t005 annoyance%1:09:00:: -d000 d000.s137.t008 hear%2:31:00:: -d000 d000.s137.t011 familiar%5:00:00:informed:00 -d000 d000.s137.t012 line%1:09:00:: -d000 d000.s138.t002 U -d000 d000.s138.t003 U -d000 d000.s138.t004 run%2:42:01:: -d000 d000.s138.t005 U -d000 d000.s138.t008 U -d000 d000.s138.t009 brain%1:09:01:: -d000 d000.s139.t001 suppose%2:31:01:: -d000 d000.s139.t006 suppose%2:31:01:: -d000 d000.s139.t010 guy%2:32:00:: -d000 d000.s139.t011 be%2:42:05:: -d000 d000.s139.t015 say%2:32:02:: -d000 d000.s139.t018 be%2:42:05:: -d000 d000.s140.t001 U -d000 d000.s140.t002 professional%3:00:01:: -d000 d000.s140.t003 killer%1:09:00:: -d000 d000.s141.t002 be%2:42:01:: -d000 d000.s141.t005 nut%1:18:01:: -d000 d000.s141.t008 harm%1:04:00:: -d000 d000.s141.t010 do%2:42:01:: -d000 d000.s142.t003 be%2:42:01:: -d000 d000.s142.t005 U -d000 d000.s142.t010 do%2:42:01:: -d000 d000.s142.t011 U -d000 d000.s143.t001 U -d000 d000.s143.t003 cunning%5:00:00:artful:00 -d000 d000.s143.t006 proud%3:00:00:: -d000 d000.s143.t011 play%2:33:13:: -d000 d000.s143.t014 other%3:00:00:: -d000 d000.s143.t015 man%1:14:00:: -d000 d000.s143.t017 U -d000 d000.s144.t002 offense%1:04:02:: -d000 d000.s144.t003 intend%2:31:00:: -d000 d000.s144.t007 say%2:32:02:: -d000 d000.s145.t003 be%2:42:05:: -d000 d000.s145.t010 know%2:31:11:: -d000 d000.s146.t001 cop%2:40:00:: -d000 d000.s146.t004 suspect%5:00:00:questionable:00 -d000 d000.s146.t006 thing%1:09:02:: -d000 d000.s146.t010 think%2:31:01:: -d000 d000.s146.t013 be%2:42:05:: -d000 d000.s146.t015 coincidence%1:11:00:: -d000 d000.s147.t006 know%2:31:02:: -d000 d000.s148.t003 be%2:42:05:: -d000 d000.s148.t005 accident%1:11:00:: -d000 d000.s149.t001 shrug%2:29:00:: -d000 d000.s150.t004 say%2:32:02:: -d000 d000.s150.t007 U -d000 d000.s151.t001 U -d000 d000.s151.t003 U -d000 d000.s152.t001 eye%1:09:01:: -d000 d000.s152.t002 burn%2:39:04:: -d000 d000.s153.t007 mutter%2:32:00:: -d000 d000.s154.t002 U -d000 d000.s154.t004 look%2:39:00:: -d000 d000.s154.t007 accident%1:11:00:: -d000 d000.s155.t002 work%2:29:00:: -d000 d000.s155.t005 way%1:07:01:: -d000 d000.s155.t011 U -d000 d000.s155.t014 customer%1:18:00:: -d000 d000.s155.t015 have%2:40:05:: -d000 d000.s155.t017 alibi%1:10:01:: -d000 d000.s156.t001 let%2:41:00:: -d000 d000.s156.t003 prove%2:42:00:: -d000 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-d001 d001.s001.t003 presidential%3:01:00:: -d001 d001.s001.t004 election%1:04:01:: -d001 d001.s001.t005 year%1:14:00:: -d001 d001.s001.t013 U -d001 d001.s001.t016 nation%1:14:00:: -d001 d001.s001.t018 congressional%3:01:00:: -d001 d001.s001.t019 district%1:15:00:: -d001 d001.s001.t020 choose%2:31:00:: -d001 d001.s001.t022 different%5:00:00:other:00 -d001 d001.s001.t023 party%1:14:01:: -d001 d001.s001.t025 candidate%1:18:00:: -d001 d001.s002.t002 percentage%1:21:00:: -d001 d001.s002.t004 equal%2:30:00:: -d001 d001.s002.t006 third%1:23:00:: -d001 d001.s002.t010 be%2:42:01:: -d001 d001.s002.t013 U -d001 d001.s003.t002 know%2:31:02:: -d001 d001.s003.t004 voter%1:18:00:: -d001 d001.s003.t005 tend%2:42:01:: -d001 d001.s003.t008 favor%2:41:00:: -d001 d001.s003.t009 U -d001 d001.s003.t013 race%2:38:10:: -d001 d001.s003.t015 president%1:04:04:: -d001 d001.s004.t002 presidential%3:01:00:: -d001 d001.s004.t003 election%1:04:01:: -d001 d001.s004.t006 past%5:00:00:outgoing:00 -d001 d001.s004.t007 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-d001 d001.s033.t016 engage%2:40:00:: -d001 d001.s033.t018 local%3:01:01:: -d001 d001.s033.t019 U -d001 d001.s033.t022 republican%5:00:00:democratic:00 -d001 d001.s033.t023 colleague%1:18:01:: -d001 d001.s034.t000 first%5:00:02:opening:00 -d001 d001.s034.t002 economist%1:18:00:: -d001 d001.s034.t008 find%2:40:01:: -d001 d001.s034.t011 senator%1:18:00:: -d001 d001.s034.t012 U -d001 d001.s034.t020 allocate%2:40:00:: -d001 d001.s034.t021 personal%3:00:00:: -d001 d001.s034.t022 staff%1:14:00:: -d001 d001.s034.t023 budget%1:21:03:: -d001 d001.s034.t025 U -d001 d001.s035.t002 extent%1:26:00:: -d001 d001.s035.t005 primary%1:04:00:: -d001 d001.s035.t006 duty%1:04:02:: -d001 d001.s035.t008 personal%3:00:00:: -d001 d001.s035.t009 staff%1:14:00:: -d001 d001.s035.t010 involve%2:42:07:: -d001 d001.s035.t011 local%3:01:01:: -d001 d001.s035.t012 U -d001 d001.s035.t015 indicate%2:32:03:: -d001 d001.s035.t017 political%3:01:01:: -d001 d001.s035.t018 philosophy%1:09:01:: -d001 d001.s035.t019 lead%2:41:12:: -d001 d001.s035.t020 congressional%3:01:00:: -d001 d001.s035.t021 U -d001 d001.s035.t023 U -d001 d001.s035.t027 narrow%3:00:06:: -d001 d001.s035.t028 constituent%1:18:00:: -d001 d001.s035.t029 concern%2:42:00:: -d001 d001.s036.t000 second%2:41:00:: -d001 d001.s036.t004 key%5:00:00:important:00 -d001 d001.s036.t005 assumption%1:09:00:: -d001 d001.s036.t006 be%2:42:01:: -d001 d001.s036.t007 valid%5:00:00:unexpired:00 -d001 d001.s036.t009 U -d001 d001.s036.t011 have%2:40:05:: -d001 d001.s036.t013 attendance%1:04:00:: -d001 d001.s036.t014 rate%2:31:00:: -d001 d001.s036.t016 U -d001 d001.s036.t017 vote%1:09:00:: -d001 d001.s036.t019 U -d001 d001.s036.t023 extent%1:26:00:: -d001 d001.s036.t025 such%5:00:01:specified:00 -d001 d001.s036.t026 vote%1:04:00:: -d001 d001.s036.t027 reflect%2:32:00:: -d001 d001.s036.t028 national%5:00:00:domestic:00 -d001 d001.s036.t029 policy%1:10:02:: -d001 d001.s036.t030 U -d001 d001.s036.t034 participate%2:33:00:: -d001 d001.s036.t036 such%5:00:01:specified:00 -d001 d001.s036.t037 vote%1:09:00:: -d001 d001.s036.t038 U -d001 d001.s036.t042 time%1:28:01:: -d001 d001.s036.t045 legislator%1:18:00:: -d001 d001.s036.t048 U -d001 d001.s036.t050 local%1:06:00:: -d001 d001.s036.t051 U -d001 d001.s037.t001 be%2:42:05:: -d001 d001.s037.t005 U -d001 d001.s037.t006 indicate%2:32:03:: -d001 d001.s037.t012 case%1:26:00:: -d001 d001.s038.t001 democratic%5:00:00:common:01 -d001 d001.s038.t003 attendance%1:04:00:: -d001 d001.s038.t004 rate%2:31:00:: -d001 d001.s038.t007 exceed%2:33:00:: -d001 d001.s038.t009 republican%5:00:00:democratic:00 -d001 d001.s038.t011 attendance%1:04:00:: -d001 d001.s038.t012 rate%2:31:00:: -d001 d001.s039.t004 show%2:38:00:: -d001 d001.s039.t007 table%1:14:01:: -d001 d001.s039.t009 U -d001 d001.s039.t010 allocate%2:40:00:: -d001 d001.s039.t013 proportion%1:25:00:: -d001 d001.s039.t016 personal%3:00:00:: -d001 d001.s039.t017 staff%1:14:00:: -d001 d001.s039.t019 district%2:41:00:: -d001 d001.s039.t020 office%1:26:00:: -d001 d001.s039.t023 local%1:06:00:: -d001 d001.s039.t024 U -d001 d001.s039.t025 duty%1:04:02:: -d001 d001.s039.t026 matter%1:09:01:: -d001 d001.s039.t029 national%5:00:00:domestic:00 -d001 d001.s039.t030 policy%1:09:00:: -d001 d001.s039.t031 U -d001 d001.s039.t032 activity%1:26:00:: -d001 d001.s039.t033 matter%1:09:01:: -d001 d001.s039.t035 relative%5:00:00:proportionate:00 -d001 d001.s039.t038 office%1:26:00:: -d001 d001.s040.t001 examination%1:09:03:: -d001 d001.s040.t003 change%2:40:00:: -d001 d001.s040.t005 personal%3:00:00:: -d001 d001.s040.t006 U -d001 d001.s040.t007 decision%1:04:00:: -d001 d001.s040.t017 control%1:26:00:: -d001 d001.s040.t020 body%2:42:00:: -d001 d001.s040.t021 change%2:40:00:: -d001 d001.s040.t022 party%1:14:02:: -d001 d001.s040.t023 hand%2:40:00:: -d001 d001.s040.t029 reveal%2:32:00:: -d001 d001.s040.t032 personal%3:00:00:: -d001 d001.s040.t033 U -d001 d001.s040.t034 difference%1:24:00:: -d001 d001.s040.t035 note%1:21:01:: -d001 d001.s040.t039 table%2:42:00:: -d001 d001.s040.t042 be%2:42:01:: -d001 d001.s040.t043 attribute%1:09:00:: -d001 d001.s040.t047 disproportionate%5:00:00:incommensurate:00 -d001 d001.s040.t048 control%1:26:00:: -d001 d001.s040.t050 U -d001 d001.s040.t051 exercise%2:31:00:: -d001 d001.s040.t054 U -d001 d001.s040.t057 U -d001 d001.s040.t058 status%1:26:00:: -d001 d001.s040.t061 other%3:00:00:: -d001 d001.s040.t062 resource%1:09:00:: -d001 d001.s040.t063 U -d001 d001.s040.t065 committee%1:14:01:: -d001 d001.s040.t066 staff%1:14:00:: -d001 d001.s041.t001 additional%5:00:03:added:00 -d001 d001.s041.t002 piece%1:28:00:: -d001 d001.s041.t004 evidence%2:32:00:: -d001 d001.s041.t010 U -d001 d001.s041.t011 other%3:00:00:: -d001 d001.s041.t012 U -d001 d001.s041.t014 constant%5:00:00:invariable:00 -d001 d001.s041.t016 U -d001 d001.s041.t018 incumbency%1:28:00:: -d001 d001.s041.t019 advantage%1:07:00:: -d001 d001.s041.t021 regional%5:00:00:territorial:00 -d001 d001.s041.t022 U -d001 d001.s041.t025 difference%1:24:00:: -d001 d001.s041.t027 popular%5:00:01:common:01 -d001 d001.s041.t028 vote%1:04:00:: -d001 d001.s041.t030 republican%5:00:00:democratic:00 -d001 d001.s041.t031 presidential%3:00:00:: -d001 d001.s041.t033 senatorial%3:01:00:: -d001 d001.s041.t034 candidate%1:18:00:: -d001 d001.s041.t036 state%1:14:00:: -d001 d001.s041.t037 conduct%2:41:01:: -d001 d001.s041.t040 election%1:04:01:: -d001 d001.s041.t041 U -d001 d001.s041.t045 be%2:42:01:: -d001 d001.s041.t047 U -d001 d001.s041.t048 U -d001 d001.s041.t051 onerous%5:00:00:heavy:02 -d001 d001.s041.t053 U -d001 d001.s041.t056 tax%2:34:00:: -d001 d001.s041.t057 burden%2:32:00:: -d001 d001.s041.t058 be%2:42:01:: -d001 d001.s041.t061 state%1:14:00:: -d001 d001.s041.t064 progressive%5:00:00:liberal:00 -d001 d001.s041.t065 U -d001 d001.s041.t067 hit%2:35:05:: -d001 d001.s041.t068 U -d001 d001.s041.t069 state%1:14:00:: -d001 d001.s042.t001 put%2:35:05:: -d001 d001.s042.t007 candidate%1:18:00:: -d001 d001.s042.t009 president%1:04:04:: -d001 d001.s042.t011 U -d001 d001.s042.t018 voter%1:18:00:: -d001 d001.s042.t020 republican%5:00:00:democratic:00 -d001 d001.s042.t021 candidate%1:18:00:: -d001 d001.s042.t027 prisoner%1:18:00:: -d001 d001.s042.t029 dilemma%1:09:00:: -d001 d001.s042.t030 be%2:42:01:: -d001 d001.s042.t032 severe%5:00:02:nonindulgent:00 -d001 d001.s043.t002 ticket%2:41:00:: -d001 d001.s043.t003 U -d001 d001.s043.t004 appear%2:30:01:: -d001 d001.s043.t007 take%2:31:03:: -d001 d001.s043.t009 same%5:00:00:unchanged:00 -d001 d001.s043.t010 peculiar%5:00:00:specific:00 -d001 d001.s043.t011 pattern%1:09:03:: -d001 d001.s043.t015 state%1:14:00:: -d001 d001.s043.t016 government%1:04:00:: -d001 d001.s043.t017 U -d001 d001.s043.t023 federal%3:00:00:: -d001 d001.s043.t024 U -d001 d001.s044.t000 state%1:14:00:: -d001 d001.s044.t001 government%1:04:00:: -d001 d001.s044.t002 be%2:42:05:: -d001 d001.s044.t006 split%1:04:00:: -d001 d001.s044.t009 U -d001 d001.s044.t010 line%1:09:00:: -d001 d001.s044.t013 reverse%2:30:00:: -d001 d001.s045.t001 U -d001 d001.s045.t002 econometric%3:01:00:: -d001 d001.s045.t003 investigation%1:09:00:: -d001 d001.s045.t007 reveal%2:32:00:: -d001 d001.s045.t011 hold%2:42:01:: -d001 d001.s045.t012 other%3:00:00:: -d001 d001.s045.t013 U -d001 d001.s045.t014 constant%5:00:00:continuous:01 -d001 d001.s045.t017 difference%1:24:00:: -d001 d001.s045.t020 state%1:14:00:: -d001 d001.s045.t022 U -d001 d001.s045.t023 vote%1:09:00:: -d001 d001.s045.t024 go%2:42:04:: -d001 d001.s045.t027 republican%5:00:00:democratic:00 -d001 d001.s045.t028 gubernatorial%3:01:00:: -d001 d001.s045.t029 candidate%1:18:00:: -d001 d001.s045.t032 republican%5:00:00:democratic:00 -d001 d001.s045.t033 share%2:42:00:: -d001 d001.s045.t037 state%1:14:00:: -d001 d001.s045.t038 house%1:14:05:: -d001 d001.s045.t039 be%2:42:01:: -d001 d001.s045.t041 U -d001 d001.s045.t042 U -d001 d001.s045.t045 state%1:14:00:: -d001 d001.s045.t046 U -d001 d001.s046.t001 sum%2:32:00:: -d001 d001.s046.t006 federal%3:00:00:: -d001 d001.s046.t008 state%1:14:00:: -d001 d001.s046.t009 government%1:04:00:: -d001 d001.s046.t010 U -d001 d001.s046.t013 part%2:41:00:: -d001 d001.s046.t017 irrational%3:00:00:: -d001 d001.s046.t018 behavior%1:26:00:: -d001 d001.s046.t020 voter%1:18:00:: -d001 d001.s046.t021 display%1:10:00:: -d001 d001.s046.t025 U -d001 d001.s046.t028 have%2:40:05:: -d001 d001.s046.t031 rational%5:00:00:mental:00 -d001 d001.s046.t032 U -d001 d001.s047.t002 teach%2:32:00:: -d001 d001.s047.t010 U -d002 d002.s000.t002 long%5:00:00:tall:00 -d002 d002.s000.t004 frightening%5:00:00:alarming:00 -d002 d002.s000.t005 night%1:28:02:: -d002 d002.s000.t009 devastate%2:30:00:: -d002 d002.s000.t010 earthquake%1:11:00:: -d002 d002.s000.t014 resident%1:18:00:: -d002 d002.s000.t015 search%1:04:00:: -d002 d002.s000.t017 U -d002 d002.s000.t019 solace%1:04:00:: -d002 d002.s001.t001 find%2:40:01:: -d002 d002.s001.t005 screen%1:06:01:: -d002 d002.s001.t008 U -d002 d002.s002.t000 U -d002 d002.s002.t003 make%2:30:14:: -d002 d002.s002.t005 way%1:07:01:: -d002 d002.s002.t008 computer%1:18:00:: -d002 d002.s002.t011 quake%1:11:00:: -d002 d002.s002.t014 U -d002 d002.s002.t020 electronic%3:01:00:: -d002 d002.s002.t021 U -d002 d002.s002.t026 link%1:10:00:: -d002 d002.s002.t027 computer%1:18:00:: -d002 d002.s002.t028 U -d002 d002.s002.t031 U -d002 d002.s003.t004 vivid%5:00:00:realistic:00 -d002 d002.s003.t005 bulletin%2:32:00:: -d002 d002.s003.t006 come%2:30:02:: -d002 d002.s003.t016 board%1:06:03:: -d002 d002.s003.t019 be%2:42:05:: -d002 d002.s003.t024 outpost%1:15:00:: -d002 d002.s003.t027 electronic%3:01:00:: -d002 d002.s003.t028 underground%1:06:00:: -d002 d002.s004.t001 two-thirds%1:23:00:: -d002 d002.s004.t007 subscriber%1:18:02:: -d002 d002.s004.t008 live%5:00:00:reverberant:00 -d002 d002.s005.t001 quake%1:11:00:: -d002 d002.s005.t002 U -d002 d002.s005.t008 hour%1:07:00:: -d002 d002.s005.t013 U -d002 d002.s005.t019 U -d002 d002.s005.t021 emotional%5:00:00:agitated:00 -d002 d002.s005.t022 U -d002 d002.s005.t023 report%2:32:03:: -d002 d002.s006.t001 be%2:42:05:: -d002 d002.s006.t002 excerpt%1:10:00:: -d002 d002.s006.t005 electronic%3:01:00:: -d002 d002.s006.t006 traffic%1:04:02:: -d002 d002.s006.t008 night%1:28:02:: -d002 d002.s007.t001 time%1:11:00:: -d002 d002.s007.t002 be%2:42:05:: -d002 d002.s007.t005 time%1:11:00:: -d002 d002.s007.t009 initial%5:00:00:first:00 -d002 d002.s007.t011 nickname%1:10:00:: -d002 d002.s007.t012 be%2:42:05:: -d002 d002.s007.t015 subscriber%1:18:02:: -d002 d002.s007.t016 use%2:41:04:: -d002 d002.s007.t020 identify%2:31:02:: -d002 d002.s011.t001 be%2:42:05:: -d002 d002.s011.t004 avenue%1:04:00:: -d002 d002.s011.t008 third%1:06:00:: -d002 d002.s011.t009 floor%2:37:00:: -d002 d002.s011.t012 old%5:00:00:preceding:00 -d002 d002.s011.t013 U -d002 d002.s011.t019 heart%1:15:00:: -d002 d002.s011.t021 beat%5:00:00:tired:00 -d002 d002.s011.t023 beat%5:00:00:tired:00 -d002 d002.s011.t027 U -d002 d002.s011.t028 ok%5:00:00:satisfactory:00 -d002 d002.s012.t001 U -d002 d002.s012.t009 fall%2:38:15:: -d002 d002.s012.t012 poster%1:10:00:: -d002 d002.s012.t013 frame%2:41:00:: -d002 d002.s012.t015 glass%2:39:00:: -d002 d002.s012.t018 floor%2:35:00:: -d002 d002.s012.t020 U -d002 d002.s012.t022 open%1:15:02:: -d002 d002.s012.t028 floor%2:35:00:: -d002 d002.s015.t001 be%2:42:05:: -d002 d002.s015.t004 favorite%5:00:00:popular:00 -d002 d002.s015.t005 U -d002 d002.s015.t009 wait%1:04:00:: -d002 d002.s015.t012 U -d002 d002.s015.t014 U -d002 d002.s016.t001 U -d002 d002.s016.t003 temblor%1:11:00:: -d002 d002.s016.t004 begin%2:30:01:: -d002 d002.s016.t006 glance%2:39:00:: -d002 d002.s016.t009 table%2:42:00:: -d002 d002.s016.t010 next%5:00:00:close:01 -d002 d002.s016.t014 smile%1:10:00:: -d002 d002.s016.t016 guilty%5:00:00:ashamed:00 -d002 d002.s016.t017 smile%2:29:00:: -d002 d002.s016.t021 mouth%1:10:00:: -d002 d002.s016.t023 word%1:10:04:: -d002 d002.s016.t026 U -d002 d002.s017.t001 be%2:42:05:: -d002 d002.s017.t004 long%2:37:02:: -d002 d002.s017.t007 take%2:38:05:: -d002 d002.s017.t010 temblor%1:11:00:: -d002 d002.s017.t012 pass%2:40:00:: -d002 d002.s018.t001 U -d002 d002.s018.t005 get%2:35:10:: -d002 d002.s018.t010 U -d002 d002.s018.t011 start%2:30:01:: -d002 d002.s018.t013 shake%2:38:01:: -d002 d002.s018.t021 be%2:42:05:: -d002 d002.s018.t023 child%1:18:06:: -d002 d002.s018.t025 toy%2:35:00:: -d002 d002.s018.t026 block%1:04:00:: -d002 d002.s018.t031 toss%1:04:01:: -d002 d002.s021.t001 be%2:42:05:: -d002 d002.s021.t006 library%1:06:01:: -d002 d002.s021.t009 hit%2:34:00:: -d002 d002.s022.t000 endless%5:00:00:continuous:01 -d002 d002.s022.t001 second%1:28:01:: -d002 d002.s022.t003 wonder%1:09:00:: -d002 d002.s022.t006 huge%5:00:01:large:00 -d002 d002.s022.t007 window%1:06:05:: -d002 d002.s022.t009 buckle%2:35:01:: -d002 d002.s022.t011 shower%1:11:00:: -d002 d002.s022.t014 glass%2:30:00:: -d002 d002.s023.t002 few%1:23:00:: -d002 d002.s023.t003 book%2:41:01:: -d002 d002.s023.t004 U -d002 d002.s023.t007 U -d002 d002.s024.t002 auto%1:06:00:: -d002 d002.s024.t003 U -d002 d002.s024.t004 shop%1:06:01:: -d002 d002.s024.t005 fire%1:11:00:: -d002 d002.s024.t006 send%2:38:01:: -d002 d002.s024.t008 U -d002 d002.s024.t009 cloud%2:39:00:: -d002 d002.s024.t011 black%2:30:00:: -d002 d002.s024.t012 smoke%1:04:00:: -d002 d002.s024.t015 air%2:39:00:: -d002 d002.s027.t002 daughter%1:18:00:: -d002 d002.s027.t005 be%2:42:05:: -d002 d002.s027.t006 fine%2:41:00:: -d002 d002.s028.t001 U -d002 d002.s028.t002 shake%2:38:01:: -d002 d002.s028.t004 hell%1:15:01:: -d002 d002.s028.t007 keep%1:21:00:: -d002 d002.s028.t009 get%2:35:10:: -d002 d002.s029.t003 U -d002 d002.s029.t010 explode%2:30:00:: -d002 d002.s029.t012 burn%2:39:04:: -d002 d002.s029.t014 downtown%1:15:00:: -d002 d002.s029.t017 thing%1:09:02:: -d002 d002.s029.t019 be%2:42:05:: -d002 d002.s029.t021 peaceful%3:00:00:: -d002 d002.s030.t001 lot%1:23:00:: -d002 d002.s030.t003 car%1:06:03:: -d002 d002.s030.t004 alarm%2:32:00:: -d002 d002.s030.t005 U -d002 d002.s031.t001 cat%2:29:00:: -d002 d002.s031.t002 be%2:42:05:: -d002 d002.s031.t003 fine%2:41:00:: -d002 d002.s031.t006 nervous%5:00:00:troubled:00 -d002 d002.s034.t000 huge%5:00:01:large:00 -d002 d002.s034.t001 fire%1:10:00:: -d002 d002.s034.t004 U -d002 d002.s035.t000 U -d002 d002.s035.t003 be%2:42:05:: -d002 d002.s035.t004 make%2:38:05:: -d002 d002.s035.t008 fill%2:30:00:: -d002 d002.s035.t010 liquefy%2:43:00:: -d002 d002.s036.t001 woman%1:18:02:: -d002 d002.s036.t004 U -d002 d002.s036.t005 apartment%1:06:00:: -d002 d002.s036.t006 be%2:42:05:: -d002 d002.s036.t007 able%3:00:00:: -d002 d002.s036.t010 walk%1:06:00:: -d002 d002.s036.t013 window%1:06:05:: -d002 d002.s036.t016 third%1:06:00:: -d002 d002.s036.t017 floor%1:06:00:: -d002 d002.s036.t019 street%1:14:00:: -d002 d002.s036.t020 level%2:33:01:: -d002 d002.s036.t023 quake%1:11:00:: -d002 d002.s037.t001 house%1:14:05:: -d002 d002.s037.t003 settle%2:38:01:: -d002 d002.s037.t008 ground%1:17:00:: -d002 d002.s040.t001 be%2:42:05:: -d002 d002.s040.t002 drive%2:38:00:: -d002 d002.s040.t004 truck%1:06:01:: -d002 d002.s040.t006 stop%2:35:00:: -d002 d002.s040.t010 U -d002 d002.s040.t014 corner%2:38:01:: -d002 d002.s040.t022 border%2:35:00:: -d002 d002.s040.t025 hit%2:40:05:: -d002 d002.s041.t001 part%2:38:00:: -d002 d002.s041.t002 be%2:42:05:: -d002 d002.s041.t003 watch%2:41:00:: -d002 d002.s041.t004 U -d002 d002.s041.t006 wave%2:32:00:: -d002 d002.s041.t009 head%1:11:00:: -d002 d002.s041.t012 way%4:02:00:: -d002 d002.s041.t016 drive%2:38:00:: -d002 d002.s044.t001 U -d002 d002.s044.t003 U -d002 d002.s044.t007 pier%1:06:01:: -d002 d002.s045.t001 flop%1:11:00:: -d002 d002.s045.t007 dramatic%3:00:00:: -d002 d002.s046.t000 many%3:00:00:: -d002 d002.s046.t001 hairline%1:08:00:: -d002 d002.s046.t002 crack%5:00:00:superior:02 -d002 d002.s046.t005 concrete%1:27:00:: -d002 d002.s046.t006 slab%1:06:00:: -d002 d002.s047.t001 U -d002 d002.s047.t003 damn%5:00:02:cursed:00 -d002 d002.s047.t004 fishing%1:04:00:: -d002 d002.s050.t001 U -d002 d002.s050.t006 second%2:41:00:: -d002 d002.s050.t007 floor%2:37:00:: -d002 d002.s050.t012 55th%5:00:00:ordinal:00 -d002 d002.s051.t001 hear%2:31:00:: -d002 d002.s051.t002 part%2:41:00:: -d002 d002.s051.t005 U -d002 d002.s051.t008 head%2:41:00:: -d002 d002.s051.t009 crack%5:00:00:superior:02 -d002 d002.s052.t002 think%2:31:01:: -d002 d002.s052.t006 die%2:30:04:: -d002 d002.s053.t003 decide%2:31:06:: -d002 d002.s053.t007 come%2:30:02:: -d002 d002.s053.t008 home%1:26:00:: -d002 d002.s053.t014 house%1:14:05:: -d002 d002.s053.t015 be%2:42:05:: -d002 d002.s053.t017 stilt%1:06:01:: -d002 d002.s054.t001 decide%2:31:06:: -d002 d002.s054.t004 brave%2:42:00:: -d002 d002.s054.t006 storm%1:19:00:: -d002 d002.s055.t001 be%2:42:05:: -d002 d002.s055.t003 horrible%5:00:00:alarming:00 -d002 d002.s055.t004 smell%1:09:01:: -d002 d002.s055.t006 gas%2:33:00:: -d002 d002.s055.t009 pass%2:41:02:: -d002 d002.s055.t012 refinery%1:06:00:: -d002 d002.s055.t015 cross%5:00:00:crosswise:00 -d002 d002.s056.t003 see%2:38:03:: -d002 d002.s056.t005 cloud%2:39:00:: -d002 d002.s056.t008 bay%1:06:01:: -d002 d002.s056.t011 horrible%5:00:00:alarming:00 -d002 d002.s056.t012 fire%1:11:00:: -d002 d002.s057.t002 U -d002 d002.s057.t003 many%3:00:00:: -d002 d002.s057.t004 aftershock%1:11:00:: -d002 d002.s058.t001 back%4:02:00:: -d002 d002.s058.t002 be%2:42:05:: -d002 d002.s058.t005 knot%1:07:00:: -d002 d002.s058.t008 hand%1:08:00:: -d002 d002.s058.t009 be%2:42:05:: -d002 d002.s058.t011 shake%2:38:02:: -d002 d002.s059.t001 think%2:31:09:: -d002 d002.s059.t004 few%1:23:00:: -d002 d002.s059.t007 aftershock%1:11:00:: -d002 d002.s059.t010 be%2:42:05:: -d002 d002.s059.t012 body%1:08:00:: -d002 d002.s059.t013 shake%2:38:01:: -d002 d002.s062.t002 see%2:31:02:: -d002 d002.s062.t004 flame%1:22:00:: -d002 d002.s062.t010 house%1:14:05:: -d002 d002.s062.t013 bay%1:06:01:: -d002 d002.s063.t002 be%2:42:01:: -d002 d002.s063.t003 hard%4:02:04:: -d002 d002.s063.t006 believe%2:31:03:: -d002 d002.s063.t011 happen%2:40:12:: -d002 d002.s066.t000 U -d002 d002.s066.t003 corner%2:38:01:: -d002 d002.s066.t005 damage%1:04:00:: -d002 d002.s066.t010 old%5:00:00:experienced:00 -d002 d002.s066.t011 lady%1:18:01:: -d002 d002.s066.t015 old%5:00:00:experienced:00 -d002 d002.s066.t016 mother%2:29:00:: -d002 d002.s066.t017 be%2:42:05:: -d002 d002.s066.t020 U -d002 d002.s067.t000 U -d002 d002.s067.t002 software%1:10:00:: -d002 d002.s068.t002 type%2:31:00:: -d002 d002.s068.t006 U -d002 d002.s068.t007 position%1:04:03:: -d002 d002.s072.t003 feel%1:26:00:: -d002 d002.s072.t005 thing%1:09:02:: -d002 d002.s072.t008 notice%1:09:01:: -d002 d002.s072.t010 strange%3:00:00:: -d002 d002.s072.t011 bird%2:33:00:: -d002 d002.s072.t012 behavior%1:07:00:: -d002 d002.s073.t000 duck%2:38:00:: -d002 d002.s073.t001 swarm%2:38:00:: -d002 d002.s076.t002 U -d002 d002.s076.t004 aftershock%1:11:00:: -d002 d002.s076.t006 few%1:23:00:: -d002 d002.s076.t007 second%1:28:01:: -d002 d002.s077.t001 U -d002 d002.s077.t003 numb%5:00:00:insensitive:02 -d002 d002.s080.t000 downtown%1:15:00:: -d002 d002.s080.t002 seem%2:39:01:: -d002 d002.s080.t005 be%2:42:01:: -d002 d002.s080.t007 part%4:02:00:: -d002 d002.s080.t009 town%1:14:00:: -d002 d002.s080.t012 be%2:42:05:: -d002 d002.s081.t001 power%1:14:00:: -d002 d002.s081.t003 minimal%3:00:00:: -d002 d002.s081.t004 phone%2:32:00:: -d002 d002.s081.t008 mess%1:26:02:: -d002 d002.s081.t010 mayonnaise%1:13:00:: -d002 d002.s081.t012 wine%2:34:01:: -d002 d002.s081.t020 floor%2:37:00:: -d002 d002.s081.t023 big%5:00:00:pregnant:00 -d002 d002.s081.t024 old%5:00:00:experienced:00 -d002 d002.s081.t025 U -d002 d002.s082.t001 quiver%1:26:00:: -d002 d002.s082.t002 move%2:37:01:: -d002 d002.s082.t005 house%1:14:05:: -d002 d002.s082.t007 few%1:23:00:: -d002 d002.s082.t008 minute%1:28:01:: -d002 d002.s082.t010 unpredictable%3:00:00:: -d002 d002.s082.t011 interval%1:07:00:: -d002 d002.s082.t015 mouse%2:38:00:: -d002 d002.s082.t020 live%2:42:04:: -d002 d002.s082.t023 kitchen%1:06:00:: -d002 d002.s082.t025 take%2:38:05:: -d002 d002.s082.t026 refuge%1:07:00:: -d002 d002.s082.t029 desk%1:06:00:: -d002 d002.s083.t001 U -d002 d002.s083.t009 be%2:42:05:: -d002 d002.s083.t012 distressed%5:00:01:troubled:00 -d002 d002.s084.t001 be%2:42:05:: -d002 d002.s084.t007 quake%1:11:00:: -d002 d002.s084.t008 U -d002 d002.s084.t010 town%1:15:00:: -d002 d002.s085.t001 U -d002 d002.s085.t005 U -d002 d002.s086.t002 thing%1:09:02:: -d002 d002.s086.t003 get%2:35:10:: -d002 d002.s086.t007 run%2:42:01:: -d002 d002.s086.t010 door%1:07:00:: -d002 d002.s086.t012 spend%2:40:01:: -d002 d002.s086.t014 next%5:00:00:close:01 -d002 d002.s086.t015 few%1:23:00:: -d002 d002.s086.t016 minute%1:28:01:: -d002 d002.s086.t019 watch%2:41:00:: -d002 d002.s086.t021 brick%1:06:00:: -d002 d002.s086.t022 sidewalk%1:06:00:: -d002 d002.s086.t025 foot%2:38:00:: -d002 d002.s086.t026 ooze%1:11:00:: -d002 d002.s086.t033 flower%1:28:00:: -d002 d002.s086.t034 wave%2:32:00:: -d002 d002.s086.t037 eerie%5:00:00:unnatural:00 -d002 d002.s086.t038 rhythm%1:04:00:: -d002 d002.s087.t000 amazing%5:00:00:impressive:00 -d002 d002.s087.t003 do%2:42:01:: -d002 d002.s087.t006 one%5:00:00:incomparable:00 -d002 d002.s087.t008 U -d002 d002.s087.t011 one%5:00:00:incomparable:00 -d002 d002.s087.t013 short-term%5:00:00:short:02 -d002 d002.s087.t014 memory%1:09:00:: -d002 d002.s088.t001 look%1:26:00:: -d002 d002.s088.t002 calm%2:37:01:: -d002 d002.s088.t006 be%2:42:05:: -d002 d002.s088.t008 surreal%5:00:00:unreal:02 -d002 d002.s088.t009 low%5:00:00:dejected:00 -d002 d002.s088.t010 level%5:00:00:steady:00 -d002 d002.s088.t012 confusion%1:09:00:: -d002 d002.s088.t015 aftershock%1:11:00:: -d002 d002.s088.t016 continue%2:42:00:: -d002 d002.s091.t000 power%1:14:00:: -d002 d002.s091.t001 be%2:42:05:: -d002 d002.s091.t008 U -d002 d002.s091.t011 seem%2:39:01:: -d002 d002.s091.t015 U -d002 d002.s091.t019 night%1:28:00:: -d002 d002.s091.t023 do%2:42:01:: -d002 d002.s091.t024 triage%1:04:00:: -d002 d002.s091.t028 U -d002 d002.s091.t032 sound%5:00:00:reasonable:00 -d002 d002.s091.t034 light%2:38:00:: -d002 d002.s092.t001 friend%1:18:04:: -d002 d002.s092.t004 be%2:42:05:: -d002 d002.s092.t007 underground%5:00:00:covert:00 -d002 d002.s092.t008 computer%1:18:00:: -d002 d002.s092.t009 center%1:06:01:: -d002 d002.s092.t011 downtown%1:15:00:: -d002 d002.s092.t015 quake%1:11:00:: -d002 d002.s092.t016 U -d002 d002.s093.t001 say%2:32:02:: -d002 d002.s093.t006 computer%1:18:00:: -d002 d002.s093.t007 take%2:38:05:: -d002 d002.s093.t009 U -d002 d002.s093.t010 trip%2:34:00:: -d002 d002.s093.t012 slide%1:06:00:: -d002 d002.s093.t015 floor%2:37:00:: -d002 d002.s094.t000 today%1:28:01:: -d002 d002.s094.t002 be%2:42:05:: -d002 d002.s094.t003 U -d002 d002.s094.t005 people%1:14:02:: -d002 d002.s094.t006 realize%2:36:00:: -d002 d002.s094.t008 hard%5:00:00:bad:00 -d002 d002.s094.t009 life%1:09:00:: -d002 d002.s094.t014 be%2:42:05:: -d002 d002.s094.t019 while%1:28:00:: -d002 d002.s097.t001 get%2:35:10:: -d002 d002.s097.t002 home%1:26:00:: -d002 d002.s097.t004 let%2:41:00:: -d002 d002.s097.t006 dog%2:38:00:: -d002 d002.s097.t009 house%1:14:05:: -d002 d002.s097.t011 notice%1:09:01:: -d002 d002.s097.t013 sound%5:00:00:reasonable:00 -d002 d002.s097.t016 head%1:11:00:: -d002 d002.s097.t020 someone%1:03:00:: -d002 d002.s097.t022 walk%2:38:01:: -d002 d002.s097.t025 U -d002 d002.s098.t002 notice%1:09:01:: -d002 d002.s098.t005 car%1:06:03:: -d002 d002.s098.t007 bounce%2:38:01:: -d002 d002.s098.t013 someone%1:03:00:: -d002 d002.s098.t015 jump%2:38:00:: -d002 d002.s099.t001 realize%2:36:00:: -d002 d002.s099.t005 happen%2:40:12:: -d002 d002.s099.t007 scream%1:11:00:: -d002 d002.s099.t010 house%1:14:05:: -d002 d002.s099.t013 dog%2:38:00:: -d002 d002.s100.t000 cupboard%1:06:00:: -d002 d002.s100.t001 door%1:06:03:: -d002 d002.s100.t003 fly%2:38:03:: -d002 d002.s100.t006 U -d002 d002.s100.t010 kitchen%1:06:00:: -d002 d002.s100.t011 walk%1:06:00:: -d002 d002.s100.t013 few%1:23:00:: -d002 d002.s100.t014 foot%2:38:00:: -d002 d002.s100.t017 dog%2:38:00:: -d002 d002.s100.t018 come%2:30:02:: -d002 d002.s100.t023 scoot%2:38:00:: -d002 d002.s100.t027 dog%2:38:00:: -d002 d002.s100.t028 run%2:38:04:: -d002 d002.s100.t030 stand%2:35:00:: -d002 d002.s100.t033 doorway%1:06:00:: -d002 d002.s100.t037 watch%2:41:00:: -d002 d002.s100.t039 outside%3:00:04:: -d002 d002.s100.t040 trash%2:40:00:: -d002 d002.s100.t041 can%1:08:00:: -d002 d002.s100.t042 dance%2:36:00:: -d002 d002.s100.t045 concrete%1:27:00:: -d002 d002.s101.t002 realize%2:36:00:: -d002 d002.s101.t005 be%2:42:05:: -d002 d002.s101.t010 go%2:34:00:: -d002 d002.s101.t012 stand%1:04:00:: -d002 d002.s101.t015 U -d002 d002.s101.t018 house%1:14:05:: -d002 d002.s101.t021 wait%1:04:00:: -d002 d002.s101.t023 pray%2:32:01:: -d002 d002.s101.t027 come%2:30:02:: -d002 d002.s101.t028 home%1:26:00:: -d002 d002.s101.t030 shiver%2:29:00:: -d002 d002.s101.t034 be%2:42:05:: -d002 d002.s101.t040 get%2:38:15:: -d002 d002.s102.t003 life%1:09:00:: -d002 d002.s102.t006 be%2:42:05:: -d002 d002.s102.t008 U -d002 d002.s103.t002 U -d002 d002.s103.t004 picture%1:10:02:: -d002 d002.s103.t014 begin%2:30:01:: -d002 d002.s103.t017 cry%1:10:03:: -d002 d002.s106.t005 be%2:42:01:: -d002 d002.s106.t011 U -d002 d002.s106.t014 evening%1:28:00:: -d002 d002.s106.t016 lot%2:40:00:: -d002 d002.s106.t018 people%1:14:02:: -d002 d002.s106.t020 dog%2:38:00:: -d002 d002.s106.t021 U -d002 d002.s106.t024 drink%2:31:00:: -d002 d002.s106.t025 beer%1:13:00:: -d002 d002.s109.t001 be%2:42:05:: -d002 d002.s109.t003 U -d002 d002.s109.t007 meet%2:41:01:: -d002 d002.s109.t010 new%5:00:00:original:00 -d002 d002.s109.t011 therapy%1:04:00:: -d002 d002.s109.t012 client%1:18:00:: -d002 d002.s109.t015 couple%2:35:02:: -d002 d002.s109.t019 U -d002 d002.s109.t020 start%2:30:01:: -d002 d002.s109.t022 shake%2:38:01:: -d002 d002.s109.t024 U -d002 d002.s110.t001 be%2:42:05:: -d002 d002.s110.t003 flimsy%5:00:01:weak:00 -d002 d002.s110.t004 structure%2:30:00:: -d002 d002.s110.t006 build%2:30:00:: -d002 d002.s110.t010 support%1:21:00:: -d002 d002.s110.t016 rock%2:38:00:: -d002 d002.s111.t004 stop%2:33:00:: -d002 d002.s111.t006 breathe%2:32:00:: -d002 d002.s111.t009 moment%1:28:01:: -d002 d002.s111.t015 keep%1:21:00:: -d002 d002.s111.t018 come%2:30:02:: -d002 d002.s111.t021 U -d002 d002.s111.t024 doorway%1:06:00:: -d002 d002.s112.t001 needless%5:00:00:unnecessary:00 -d002 d002.s112.t004 say%2:32:02:: -d002 d002.s112.t007 be%2:42:05:: -d002 d002.s112.t009 U -d002 d002.s112.t010 first%1:28:00:: -d002 d002.s112.t011 session%1:14:00:: -d002 d002.s115.t001 escape%2:30:04:: -d002 d002.s115.t004 unscathed%5:00:00:uninjured:00 -d002 d002.s116.t001 trouble%2:41:01:: -d002 d002.s116.t002 be%2:42:05:: -d002 d002.s116.t003 scar%1:07:00:: -d002 d002.s116.t004 family%1:14:02:: -d002 d002.s116.t009 U -d002 d002.s116.t011 U -d002 d002.s116.t016 spend%2:40:01:: -d002 d002.s116.t019 horrible%5:00:00:alarming:00 -d002 d002.s116.t020 hour%1:07:00:: -d002 d002.s116.t023 know%2:31:02:: -d002 d002.s119.t003 be%2:42:05:: -d002 d002.s119.t006 U -d002 d002.s119.t010 lawn%1:15:00:: -d002 d002.s119.t011 start%2:30:01:: -d002 d002.s119.t013 U -d002 d002.s119.t015 ocean%1:23:00:: -d002 d002.s119.t016 wave%1:11:02:: -d002 d002.s120.t001 run%2:38:13:: -d002 d002.s120.t004 house%1:14:05:: -d002 d002.s120.t007 get%2:35:10:: -d002 d002.s120.t012 next%5:00:00:close:01 -d002 d002.s120.t013 tremor%2:38:00:: -d002 d002.s120.t014 throw%2:35:02:: -d002 d002.s120.t018 air%2:39:00:: -d002 d002.s120.t020 bounce%2:38:00:: -d002 d002.s120.t024 try%1:04:00:: -d002 d002.s120.t027 get%2:35:10:: -d002 d002.s120.t030 foot%2:38:00:: -d002 d002.s121.t001 be%2:42:05:: -d002 d002.s121.t003 fine%2:41:00:: -d002 d002.s121.t010 freak%1:18:01:: -d002 d002.s122.t000 kitchen%1:06:00:: -d002 d002.s122.t001 full%5:00:01:whole:00 -d002 d002.s122.t004 crystal%1:17:00:: -d002 d002.s123.t000 U -d002 d002.s123.t002 tape%1:06:00:: -d002 d002.s123.t006 room%2:42:00:: -d002 d002.s124.t002 thing%1:09:02:: -d002 d002.s124.t005 house%1:14:05:: -d002 d002.s124.t006 be%2:42:05:: -d002 d002.s124.t009 be%2:42:05:: -d002 d002.s124.t013 be%2:42:05:: -d002 d002.s124.t018 structure%1:14:00:: -d002 d002.s124.t019 be%2:42:05:: -d002 d002.s124.t020 fine%4:02:01:: -d002 d002.s125.t003 stand%2:42:01:: -d002 d002.s125.t006 lawn%1:15:00:: -d002 d002.s125.t011 wait%1:04:00:: -d002 d002.s125.t014 tremor%1:11:00:: -d002 d002.s125.t017 notice%2:39:04:: -d002 d002.s125.t021 earthworm%1:05:00:: -d002 d002.s125.t023 emerge%2:30:00:: -d002 d002.s125.t026 U -d002 d002.s125.t028 slither%2:38:00:: -d002 d002.s125.t031 lawn%1:15:00:: -d002 d002.s128.t002 be%2:42:05:: -d002 d002.s128.t003 amazing%5:00:00:impressive:00 -d002 d002.s128.t006 second%1:28:01:: -d002 d002.s128.t010 change%2:40:00:: -d002 d002.s128.t012 life%1:09:00:: -d002 d002.s131.t001 guess%2:32:00:: -d002 d002.s131.t006 live%2:42:00:: -d002 d002.s131.t012 wait%1:04:00:: -d002 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-d001 d001.s019.t056 voter%1:18:00:: -d001 d001.s019.t058 race%2:38:10:: -d001 d001.s019.t061 be%2:42:01:: -d001 d001.s019.t064 severe%5:00:02:nonindulgent:00 -d001 d001.s020.t000 second%2:41:00:: -d001 d001.s020.t003 explain%2:32:00:: -d001 d001.s020.t005 voter%1:18:00:: -d001 d001.s020.t006 hold%2:42:01:: -d001 d001.s020.t009 disdain%1:10:00:: -d001 d001.s020.t012 love%1:04:00:: -d001 d001.s020.t014 own%2:40:00:: -d001 d001.s020.t015 congressional%3:01:00:: -d001 d001.s020.t016 representative%1:18:02:: -d001 d001.s020.t020 individual%5:00:00:independent:00 -d001 d001.s020.t021 legislator%1:18:00:: -d001 d001.s020.t023 constituent%1:18:00:: -d001 d001.s020.t024 appreciate%2:30:01:: -d001 d001.s020.t026 specific%3:00:00:: -d001 d001.s020.t027 benefit%2:40:00:: -d001 d001.s020.t030 legislator%1:18:00:: -d001 d001.s020.t031 win%2:33:01:: -d001 d001.s020.t038 overall%5:00:00:gross:00 -d001 d001.s020.t039 cost%1:07:01:: -d001 d001.s020.t040 associate%2:41:02:: -d001 d001.s020.t044 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-d001 d001.s024.t028 defeat%2:41:00:: -d001 d001.s025.t000 fourth%4:02:00:: -d001 d001.s025.t003 theory%1:09:02:: -d001 d001.s025.t004 indicate%2:32:03:: -d001 d001.s025.t010 have%2:40:05:: -d001 d001.s025.t012 difficult%5:00:00:effortful:00 -d001 d001.s025.t013 time%1:28:01:: -d001 d001.s025.t015 attract%2:37:01:: -d001 d001.s025.t016 viable%5:00:00:possible:00 -d001 d001.s025.t017 candidate%1:18:00:: -d001 d001.s025.t019 congressional%3:01:00:: -d001 d001.s025.t020 office%1:26:00:: -d001 d001.s026.t000 potential%1:26:00:: -d001 d001.s026.t001 candidate%1:18:00:: -d001 d001.s026.t003 be%2:42:01:: -d001 d001.s026.t004 discourage%2:32:01:: -d001 d001.s026.t008 run%2:38:13:: -d001 d001.s026.t013 congressional%3:01:00:: -d001 d001.s026.t014 salary%1:21:00:: -d001 d001.s026.t018 prospect%1:26:00:: -d001 d001.s026.t020 defeat%2:41:00:: -d001 d001.s026.t023 hand%2:40:00:: -d001 d001.s026.t026 democratic%5:00:00:common:01 -d001 d001.s026.t027 opponent%1:18:00:: -d001 d001.s027.t002 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U -d001 d001.s028.t016 be%2:42:01:: -d001 d001.s029.t002 extent%1:26:00:: -d001 d001.s029.t004 democratic%5:00:00:common:01 -d001 d001.s029.t005 legislator%1:18:00:: -d001 d001.s029.t010 hold%2:42:01:: -d001 d001.s029.t012 disproportionate%5:00:00:incommensurate:00 -d001 d001.s029.t013 share%2:42:00:: -d001 d001.s029.t015 power%1:14:00:: -d001 d001.s029.t022 be%2:42:05:: -d001 d001.s029.t023 able%3:00:00:: -d001 d001.s029.t026 translate%2:30:01:: -d001 d001.s029.t027 such%4:02:00:: -d001 d001.s029.t028 clout%1:10:00:: -d001 d001.s029.t032 local%3:01:01:: -d001 d001.s029.t033 benefit%2:40:00:: -d001 d001.s029.t036 respective%5:00:00:individual:00 -d001 d001.s029.t037 constituency%1:14:00:: -d001 d001.s029.t039 voter%1:18:00:: -d001 d001.s029.t044 have%2:40:05:: -d001 d001.s029.t047 strong%5:00:00:powerful:00 -d001 d001.s029.t048 incentive%1:16:00:: -d001 d001.s029.t051 keep%1:21:00:: -d001 d001.s029.t052 such%5:00:01:specified:00 -d001 d001.s029.t053 U -d001 d001.s029.t055 office%1:26:00:: -d001 d001.s030.t003 theory%1:09:02:: -d001 d001.s030.t004 suggest%2:32:04:: -d001 d001.s030.t006 U -d001 d001.s030.t009 fare%2:42:00:: -d001 d001.s030.t014 race%2:38:10:: -d001 d001.s030.t017 campaign%1:04:02:: -d001 d001.s031.t001 local%1:06:00:: -d001 d001.s031.t002 U -d001 d001.s031.t003 matter%1:09:01:: -d001 d001.s031.t006 national%5:00:00:domestic:00 -d001 d001.s031.t007 policy%1:09:00:: -d001 d001.s031.t008 U -d001 d001.s031.t009 matter%1:09:01:: -d001 d001.s031.t014 chamber%1:14:00:: -d001 d001.s031.t019 be%2:42:01:: -d001 d001.s031.t022 pattern%1:09:03:: -d001 d001.s031.t026 expect%2:31:05:: -d001 d001.s031.t029 U -d001 d001.s031.t030 be%2:42:01:: -d001 d001.s031.t032 U -d001 d001.s031.t035 engage%2:40:00:: -d001 d001.s031.t037 local%3:01:01:: -d001 d001.s031.t038 U -d001 d001.s031.t041 democratic%5:00:00:common:01 -d001 d001.s031.t042 counterpart%1:09:00:: -d001 d001.s032.t000 U -d001 d001.s032.t003 empirical%3:00:00:: -d001 d001.s032.t004 support%1:21:00:: -d001 d001.s032.t007 theory%1:09:02:: -d001 d001.s033.t001 piece%1:28:00:: -d001 d001.s033.t003 evidence%2:32:02:: -d001 d001.s033.t004 corroborate%2:31:00:: -d001 d001.s033.t006 key%5:00:00:important:00 -d001 d001.s033.t007 assumption%1:07:00:: -d001 d001.s033.t009 democratic%5:00:00:common:01 -d001 d001.s033.t010 legislator%1:18:00:: -d001 d001.s033.t011 be%2:42:01:: -d001 d001.s033.t013 U -d001 d001.s033.t016 engage%2:40:00:: -d001 d001.s033.t018 local%3:01:01:: -d001 d001.s033.t019 U -d001 d001.s033.t022 republican%5:00:00:democratic:00 -d001 d001.s033.t023 colleague%1:18:01:: -d001 d001.s034.t000 first%5:00:02:opening:00 -d001 d001.s034.t002 economist%1:18:00:: -d001 d001.s034.t008 find%2:40:01:: -d001 d001.s034.t011 senator%1:18:00:: -d001 d001.s034.t012 U -d001 d001.s034.t020 allocate%2:40:00:: -d001 d001.s034.t021 personal%3:00:00:: -d001 d001.s034.t022 staff%1:14:00:: -d001 d001.s034.t023 budget%1:21:03:: -d001 d001.s034.t025 U -d001 d001.s035.t002 extent%1:26:00:: -d001 d001.s035.t005 primary%5:00:00:essential:00 -d001 d001.s035.t006 duty%1:04:02:: -d001 d001.s035.t008 personal%3:00:00:: -d001 d001.s035.t009 staff%1:14:00:: -d001 d001.s035.t010 involve%2:42:07:: -d001 d001.s035.t011 local%3:01:01:: -d001 d001.s035.t012 U -d001 d001.s035.t015 indicate%2:32:03:: -d001 d001.s035.t017 political%3:01:01:: -d001 d001.s035.t018 philosophy%1:09:02:: -d001 d001.s035.t019 lead%2:41:12:: -d001 d001.s035.t020 congressional%3:01:00:: -d001 d001.s035.t021 U -d001 d001.s035.t023 U -d001 d001.s035.t027 narrow%3:00:06:: -d001 d001.s035.t028 constituent%1:18:00:: -d001 d001.s035.t029 concern%2:42:00:: -d001 d001.s036.t000 second%2:41:00:: -d001 d001.s036.t004 key%5:00:00:important:00 -d001 d001.s036.t005 assumption%1:09:00:: -d001 d001.s036.t006 be%2:42:05:: -d001 d001.s036.t007 valid%5:00:00:unexpired:00 -d001 d001.s036.t009 U -d001 d001.s036.t011 have%2:40:05:: -d001 d001.s036.t013 attendance%1:04:00:: -d001 d001.s036.t014 rate%2:31:00:: -d001 d001.s036.t016 U -d001 d001.s036.t017 vote%1:04:00:: -d001 d001.s036.t019 U -d001 d001.s036.t023 extent%1:26:00:: -d001 d001.s036.t025 such%5:00:01:specified:00 -d001 d001.s036.t026 vote%1:09:00:: -d001 d001.s036.t027 reflect%2:32:00:: -d001 d001.s036.t028 national%5:00:00:domestic:00 -d001 d001.s036.t029 policy%1:10:02:: -d001 d001.s036.t030 U -d001 d001.s036.t034 participate%2:33:00:: -d001 d001.s036.t036 such%5:00:01:specified:00 -d001 d001.s036.t037 vote%1:09:00:: -d001 d001.s036.t038 U -d001 d001.s036.t042 time%1:28:01:: -d001 d001.s036.t045 legislator%1:18:00:: -d001 d001.s036.t048 U -d001 d001.s036.t050 local%1:06:00:: -d001 d001.s036.t051 U -d001 d001.s037.t001 be%2:42:05:: -d001 d001.s037.t005 U -d001 d001.s037.t006 indicate%2:32:03:: -d001 d001.s037.t012 case%1:04:00:: -d001 d001.s038.t001 democratic%5:00:00:common:01 -d001 d001.s038.t003 attendance%1:04:00:: -d001 d001.s038.t004 rate%2:31:00:: -d001 d001.s038.t007 exceed%2:33:00:: -d001 d001.s038.t009 republican%5:00:00:democratic:00 -d001 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decision%1:11:02:: -d001 d001.s040.t017 control%1:26:00:: -d001 d001.s040.t020 body%2:42:00:: -d001 d001.s040.t021 change%2:40:00:: -d001 d001.s040.t022 party%1:14:02:: -d001 d001.s040.t023 hand%2:40:00:: -d001 d001.s040.t029 reveal%2:32:00:: -d001 d001.s040.t032 personal%3:00:00:: -d001 d001.s040.t033 U -d001 d001.s040.t034 difference%1:24:00:: -d001 d001.s040.t035 note%1:21:01:: -d001 d001.s040.t039 table%2:42:00:: -d001 d001.s040.t042 be%2:42:01:: -d001 d001.s040.t043 attribute%1:09:00:: -d001 d001.s040.t047 disproportionate%5:00:00:incommensurate:00 -d001 d001.s040.t048 control%1:26:00:: -d001 d001.s040.t050 U -d001 d001.s040.t051 exercise%2:34:00:: -d001 d001.s040.t054 U -d001 d001.s040.t057 U -d001 d001.s040.t058 status%1:26:00:: -d001 d001.s040.t061 other%3:00:00:: -d001 d001.s040.t062 resource%1:09:00:: -d001 d001.s040.t063 U -d001 d001.s040.t065 committee%1:14:01:: -d001 d001.s040.t066 staff%1:14:00:: -d001 d001.s041.t001 additional%5:00:03:added:00 -d001 d001.s041.t002 piece%1:28:00:: -d001 d001.s041.t004 evidence%2:32:00:: -d001 d001.s041.t010 U -d001 d001.s041.t011 other%3:00:00:: -d001 d001.s041.t012 U -d001 d001.s041.t014 constant%5:00:00:invariable:00 -d001 d001.s041.t016 U -d001 d001.s041.t018 incumbency%1:28:00:: -d001 d001.s041.t019 advantage%1:07:00:: -d001 d001.s041.t021 regional%5:00:00:territorial:00 -d001 d001.s041.t022 U -d001 d001.s041.t025 difference%1:24:00:: -d001 d001.s041.t027 popular%5:00:01:common:01 -d001 d001.s041.t028 vote%1:04:00:: -d001 d001.s041.t030 republican%5:00:00:democratic:00 -d001 d001.s041.t031 presidential%3:00:00:: -d001 d001.s041.t033 senatorial%3:01:00:: -d001 d001.s041.t034 candidate%1:18:00:: -d001 d001.s041.t036 state%1:14:00:: -d001 d001.s041.t037 conduct%2:41:01:: -d001 d001.s041.t040 election%1:04:01:: -d001 d001.s041.t041 U -d001 d001.s041.t045 be%2:42:01:: -d001 d001.s041.t047 U -d001 d001.s041.t048 U -d001 d001.s041.t051 onerous%5:00:00:heavy:02 -d001 d001.s041.t053 U -d001 d001.s041.t056 tax%2:34:00:: -d001 d001.s041.t057 burden%1:09:00:: -d001 d001.s041.t058 be%2:42:01:: -d001 d001.s041.t061 state%1:14:00:: -d001 d001.s041.t064 progressive%5:00:00:liberal:00 -d001 d001.s041.t065 U -d001 d001.s041.t067 hit%2:35:05:: -d001 d001.s041.t068 U -d001 d001.s041.t069 state%1:14:00:: -d001 d001.s042.t001 put%2:35:05:: -d001 d001.s042.t007 candidate%1:18:00:: -d001 d001.s042.t009 president%1:04:04:: -d001 d001.s042.t011 U -d001 d001.s042.t018 voter%1:18:00:: -d001 d001.s042.t020 republican%5:00:00:democratic:00 -d001 d001.s042.t021 candidate%1:18:00:: -d001 d001.s042.t027 prisoner%1:18:00:: -d001 d001.s042.t029 dilemma%1:09:00:: -d001 d001.s042.t030 be%2:42:01:: -d001 d001.s042.t032 severe%5:00:02:nonindulgent:00 -d001 d001.s043.t002 ticket%2:41:00:: -d001 d001.s043.t003 U -d001 d001.s043.t004 appear%2:30:01:: -d001 d001.s043.t007 take%2:31:03:: -d001 d001.s043.t009 same%5:00:00:unchanged:00 -d001 d001.s043.t010 peculiar%5:00:00:specific:00 -d001 d001.s043.t011 pattern%1:09:03:: -d001 d001.s043.t015 state%1:14:00:: -d001 d001.s043.t016 government%1:04:00:: -d001 d001.s043.t017 U -d001 d001.s043.t023 federal%3:00:00:: -d001 d001.s043.t024 U -d001 d001.s044.t000 state%1:14:00:: -d001 d001.s044.t001 government%1:04:00:: -d001 d001.s044.t002 be%2:42:05:: -d001 d001.s044.t006 split%2:41:00:: -d001 d001.s044.t009 U -d001 d001.s044.t010 line%1:09:00:: -d001 d001.s044.t013 reverse%2:30:00:: -d001 d001.s045.t001 U -d001 d001.s045.t002 econometric%3:01:00:: -d001 d001.s045.t003 investigation%1:09:00:: -d001 d001.s045.t007 reveal%2:32:00:: -d001 d001.s045.t011 hold%2:42:01:: -d001 d001.s045.t012 other%3:00:00:: -d001 d001.s045.t013 U -d001 d001.s045.t014 constant%5:00:00:invariable:00 -d001 d001.s045.t017 difference%1:24:00:: -d001 d001.s045.t020 state%1:14:00:: -d001 d001.s045.t022 U -d001 d001.s045.t023 vote%1:09:00:: -d001 d001.s045.t024 go%2:42:04:: -d001 d001.s045.t027 republican%5:00:00:democratic:00 -d001 d001.s045.t028 gubernatorial%3:01:00:: -d001 d001.s045.t029 candidate%1:18:00:: -d001 d001.s045.t032 republican%5:00:00:democratic:00 -d001 d001.s045.t033 share%2:42:00:: -d001 d001.s045.t037 state%1:14:00:: -d001 d001.s045.t038 house%1:14:05:: -d001 d001.s045.t039 be%2:42:01:: -d001 d001.s045.t041 positive%3:00:04:: -d001 d001.s045.t042 U -d001 d001.s045.t045 state%1:14:00:: -d001 d001.s045.t046 U -d001 d001.s046.t001 sum%2:32:00:: -d001 d001.s046.t006 federal%3:00:00:: -d001 d001.s046.t008 state%1:14:00:: -d001 d001.s046.t009 government%1:04:00:: -d001 d001.s046.t010 U -d001 d001.s046.t013 part%2:41:00:: -d001 d001.s046.t017 irrational%3:00:00:: -d001 d001.s046.t018 behavior%1:26:00:: -d001 d001.s046.t020 voter%1:18:00:: -d001 d001.s046.t021 display%1:10:00:: -d001 d001.s046.t025 U -d001 d001.s046.t028 have%2:40:05:: -d001 d001.s046.t031 rational%5:00:00:mental:00 -d001 d001.s046.t032 explanation%1:10:00:: -d001 d001.s047.t002 teach%2:32:00:: -d001 d001.s047.t010 U -d002 d002.s000.t002 long%2:37:02:: -d002 d002.s000.t004 frightening%5:00:00:alarming:00 -d002 d002.s000.t005 night%1:28:02:: -d002 d002.s000.t009 devastate%2:30:00:: -d002 d002.s000.t010 earthquake%1:11:00:: -d002 d002.s000.t014 resident%1:18:00:: -d002 d002.s000.t015 search%1:04:00:: -d002 d002.s000.t017 U -d002 d002.s000.t019 solace%1:04:00:: -d002 d002.s001.t001 find%2:40:01:: -d002 d002.s001.t005 screen%1:06:01:: -d002 d002.s001.t008 U -d002 d002.s002.t000 U -d002 d002.s002.t003 make%2:38:05:: -d002 d002.s002.t005 way%1:07:01:: -d002 d002.s002.t008 computer%1:18:00:: -d002 d002.s002.t011 quake%1:11:00:: -d002 d002.s002.t014 U -d002 d002.s002.t020 electronic%3:01:00:: -d002 d002.s002.t021 U -d002 d002.s002.t026 link%1:10:00:: -d002 d002.s002.t027 computer%1:18:00:: -d002 d002.s002.t028 U -d002 d002.s002.t031 U -d002 d002.s003.t004 vivid%5:00:00:realistic:00 -d002 d002.s003.t005 bulletin%2:32:00:: -d002 d002.s003.t006 come%2:30:02:: -d002 d002.s003.t016 board%1:06:03:: -d002 d002.s003.t019 be%2:42:05:: -d002 d002.s003.t024 outpost%1:15:00:: -d002 d002.s003.t027 electronic%3:01:00:: -d002 d002.s003.t028 underground%1:06:00:: -d002 d002.s004.t001 two-thirds%1:23:00:: -d002 d002.s004.t007 subscriber%1:18:02:: -d002 d002.s004.t008 live%5:00:00:reverberant:00 -d002 d002.s005.t001 quake%1:11:00:: -d002 d002.s005.t002 U -d002 d002.s005.t008 hour%1:07:00:: -d002 d002.s005.t013 U -d002 d002.s005.t019 U -d002 d002.s005.t021 emotional%5:00:00:agitated:00 -d002 d002.s005.t022 U -d002 d002.s005.t023 report%2:32:03:: -d002 d002.s006.t001 be%2:42:05:: -d002 d002.s006.t002 excerpt%1:10:00:: -d002 d002.s006.t005 electronic%3:01:00:: -d002 d002.s006.t006 traffic%1:04:02:: -d002 d002.s006.t008 night%1:28:02:: -d002 d002.s007.t001 time%1:28:00:: -d002 d002.s007.t002 be%2:42:05:: -d002 d002.s007.t005 time%1:11:00:: -d002 d002.s007.t009 initial%5:00:00:first:00 -d002 d002.s007.t011 nickname%1:10:00:: -d002 d002.s007.t012 be%2:42:05:: -d002 d002.s007.t015 subscriber%1:18:02:: -d002 d002.s007.t016 use%2:41:04:: -d002 d002.s007.t020 identify%2:31:02:: -d002 d002.s011.t001 be%2:42:05:: -d002 d002.s011.t004 avenue%1:04:00:: -d002 d002.s011.t008 third%1:06:00:: -d002 d002.s011.t009 floor%2:37:00:: -d002 d002.s011.t012 old%5:00:00:preceding:00 -d002 d002.s011.t013 U -d002 d002.s011.t019 heart%1:15:00:: -d002 d002.s011.t021 beat%5:00:00:tired:00 -d002 d002.s011.t023 beat%5:00:00:tired:00 -d002 d002.s011.t027 U -d002 d002.s011.t028 ok%5:00:00:satisfactory:00 -d002 d002.s012.t001 U -d002 d002.s012.t009 fall%2:38:15:: -d002 d002.s012.t012 poster%1:10:00:: -d002 d002.s012.t013 frame%2:41:00:: -d002 d002.s012.t015 glass%2:39:00:: -d002 d002.s012.t018 floor%2:37:00:: -d002 d002.s012.t020 U -d002 d002.s012.t022 open%1:15:02:: -d002 d002.s012.t028 floor%2:37:00:: -d002 d002.s015.t001 be%2:42:05:: -d002 d002.s015.t004 favorite%5:00:00:popular:00 -d002 d002.s015.t005 U -d002 d002.s015.t009 wait%1:04:00:: -d002 d002.s015.t012 U -d002 d002.s015.t014 start%2:30:01:: -d002 d002.s016.t001 U -d002 d002.s016.t003 temblor%1:11:00:: -d002 d002.s016.t004 begin%2:30:01:: -d002 d002.s016.t006 glance%2:39:00:: -d002 d002.s016.t009 table%2:42:00:: -d002 d002.s016.t010 next%5:00:00:close:01 -d002 d002.s016.t014 smile%1:10:00:: -d002 d002.s016.t016 guilty%5:00:00:ashamed:00 -d002 d002.s016.t017 smile%2:29:00:: -d002 d002.s016.t021 mouth%1:08:01:: -d002 d002.s016.t023 word%1:10:04:: -d002 d002.s016.t026 U -d002 d002.s017.t001 be%2:42:05:: -d002 d002.s017.t004 long%2:37:02:: -d002 d002.s017.t007 take%2:38:05:: -d002 d002.s017.t010 temblor%1:11:00:: -d002 d002.s017.t012 pass%2:41:02:: -d002 d002.s018.t001 U -d002 d002.s018.t005 get%2:35:10:: -d002 d002.s018.t010 U -d002 d002.s018.t011 start%2:30:01:: -d002 d002.s018.t013 shake%2:38:01:: -d002 d002.s018.t021 be%2:42:05:: -d002 d002.s018.t023 child%1:18:06:: -d002 d002.s018.t025 toy%2:35:00:: -d002 d002.s018.t026 block%2:32:00:: -d002 d002.s018.t031 toss%1:04:01:: -d002 d002.s021.t001 be%2:42:05:: -d002 d002.s021.t006 library%1:06:01:: -d002 d002.s021.t009 hit%2:34:00:: -d002 d002.s022.t000 endless%5:00:02:infinite:00 -d002 d002.s022.t001 second%1:28:01:: -d002 d002.s022.t003 wonder%1:09:00:: -d002 d002.s022.t006 huge%5:00:01:large:00 -d002 d002.s022.t007 window%1:06:05:: -d002 d002.s022.t009 buckle%2:35:01:: -d002 d002.s022.t011 shower%1:11:00:: -d002 d002.s022.t014 glass%2:30:00:: -d002 d002.s023.t002 few%1:23:00:: -d002 d002.s023.t003 book%2:41:01:: -d002 d002.s023.t004 U -d002 d002.s023.t007 U -d002 d002.s024.t002 auto%1:06:00:: -d002 d002.s024.t003 U -d002 d002.s024.t004 shop%1:06:01:: -d002 d002.s024.t005 fire%2:41:00:: -d002 d002.s024.t006 send%2:38:01:: -d002 d002.s024.t008 U -d002 d002.s024.t009 cloud%2:39:00:: -d002 d002.s024.t011 black%2:30:00:: -d002 d002.s024.t012 smoke%1:04:00:: -d002 d002.s024.t015 air%2:39:00:: -d002 d002.s027.t002 daughter%1:18:00:: -d002 d002.s027.t005 be%2:42:05:: -d002 d002.s027.t006 fine%2:41:00:: -d002 d002.s028.t001 U -d002 d002.s028.t002 shake%2:38:01:: -d002 d002.s028.t004 hell%1:15:01:: -d002 d002.s028.t007 keep%1:21:00:: -d002 d002.s028.t009 get%2:35:10:: -d002 d002.s029.t003 U -d002 d002.s029.t010 explode%2:30:00:: -d002 d002.s029.t012 burn%2:39:04:: -d002 d002.s029.t014 downtown%1:15:00:: -d002 d002.s029.t017 thing%1:09:02:: -d002 d002.s029.t019 be%2:42:05:: -d002 d002.s029.t021 peaceful%3:00:00:: -d002 d002.s030.t001 lot%2:40:00:: -d002 d002.s030.t003 car%1:06:03:: -d002 d002.s030.t004 alarm%2:32:00:: -d002 d002.s030.t005 U -d002 d002.s031.t001 cat%2:29:00:: -d002 d002.s031.t002 be%2:42:05:: -d002 d002.s031.t003 fine%2:41:00:: -d002 d002.s031.t006 nervous%5:00:00:troubled:00 -d002 d002.s034.t000 huge%5:00:01:large:00 -d002 d002.s034.t001 fire%1:10:00:: -d002 d002.s034.t004 U -d002 d002.s035.t000 U -d002 d002.s035.t003 be%2:42:05:: -d002 d002.s035.t004 make%2:38:05:: -d002 d002.s035.t008 fill%2:30:00:: -d002 d002.s035.t010 liquefy%2:43:00:: -d002 d002.s036.t001 woman%1:18:02:: -d002 d002.s036.t004 U -d002 d002.s036.t005 apartment%1:06:00:: -d002 d002.s036.t006 be%2:42:05:: -d002 d002.s036.t007 able%5:00:00:capable:00 -d002 d002.s036.t010 walk%1:06:00:: -d002 d002.s036.t013 window%1:06:05:: -d002 d002.s036.t016 third%1:06:00:: -d002 d002.s036.t017 floor%2:35:00:: -d002 d002.s036.t019 street%1:14:00:: -d002 d002.s036.t020 level%2:33:01:: -d002 d002.s036.t023 quake%1:11:00:: -d002 d002.s037.t001 house%1:14:05:: -d002 d002.s037.t003 settle%2:38:01:: -d002 d002.s037.t008 ground%1:17:00:: -d002 d002.s040.t001 be%2:42:05:: -d002 d002.s040.t002 drive%2:38:00:: -d002 d002.s040.t004 truck%1:06:01:: -d002 d002.s040.t006 stop%2:33:00:: -d002 d002.s040.t010 U -d002 d002.s040.t014 corner%2:38:01:: -d002 d002.s040.t022 border%2:35:00:: -d002 d002.s040.t025 hit%2:40:05:: -d002 d002.s041.t001 part%2:38:00:: -d002 d002.s041.t002 be%2:42:05:: -d002 d002.s041.t003 watch%2:41:00:: -d002 d002.s041.t004 U -d002 d002.s041.t006 wave%2:32:00:: -d002 d002.s041.t009 head%2:41:00:: -d002 d002.s041.t012 way%4:02:00:: -d002 d002.s041.t016 drive%2:38:00:: -d002 d002.s044.t001 U -d002 d002.s044.t003 U -d002 d002.s044.t007 pier%1:06:01:: -d002 d002.s045.t001 flop%1:11:00:: -d002 d002.s045.t007 dramatic%5:00:00:impressive:00 -d002 d002.s046.t000 many%3:00:00:: -d002 d002.s046.t001 hairline%1:08:00:: -d002 d002.s046.t002 crack%5:00:00:superior:02 -d002 d002.s046.t005 concrete%1:27:00:: -d002 d002.s046.t006 slab%1:06:00:: -d002 d002.s047.t001 U -d002 d002.s047.t003 damn%5:00:02:cursed:00 -d002 d002.s047.t004 fishing%1:04:00:: -d002 d002.s050.t001 U -d002 d002.s050.t006 second%2:41:00:: -d002 d002.s050.t007 floor%2:37:00:: -d002 d002.s050.t012 55th%5:00:00:ordinal:00 -d002 d002.s051.t001 hear%2:31:00:: -d002 d002.s051.t002 part%2:41:00:: -d002 d002.s051.t005 U -d002 d002.s051.t008 head%2:41:00:: -d002 d002.s051.t009 crack%5:00:00:superior:02 -d002 d002.s052.t002 think%2:31:09:: -d002 d002.s052.t006 die%2:30:04:: -d002 d002.s053.t003 decide%2:31:06:: -d002 d002.s053.t007 come%2:30:02:: -d002 d002.s053.t008 home%1:26:00:: -d002 d002.s053.t014 house%1:14:05:: -d002 d002.s053.t015 be%2:42:05:: -d002 d002.s053.t017 stilt%1:06:01:: -d002 d002.s054.t001 decide%2:31:06:: -d002 d002.s054.t004 brave%2:42:00:: -d002 d002.s054.t006 storm%1:19:00:: -d002 d002.s055.t001 be%2:42:05:: -d002 d002.s055.t003 horrible%5:00:00:alarming:00 -d002 d002.s055.t004 smell%1:09:01:: -d002 d002.s055.t006 gas%1:26:00:: -d002 d002.s055.t009 pass%2:41:02:: -d002 d002.s055.t012 refinery%1:06:00:: -d002 d002.s055.t015 cross%5:00:00:crosswise:00 -d002 d002.s056.t003 see%2:38:03:: -d002 d002.s056.t005 cloud%2:39:00:: -d002 d002.s056.t008 bay%1:06:01:: -d002 d002.s056.t011 horrible%5:00:00:alarming:00 -d002 d002.s056.t012 fire%1:11:00:: -d002 d002.s057.t002 U -d002 d002.s057.t003 many%3:00:00:: -d002 d002.s057.t004 aftershock%1:11:00:: -d002 d002.s058.t001 back%4:02:00:: -d002 d002.s058.t002 be%2:42:05:: -d002 d002.s058.t005 knot%1:07:00:: -d002 d002.s058.t008 hand%1:08:00:: -d002 d002.s058.t009 be%2:42:05:: -d002 d002.s058.t011 shake%2:38:01:: -d002 d002.s059.t001 think%2:31:01:: -d002 d002.s059.t004 few%1:23:00:: -d002 d002.s059.t007 aftershock%1:11:00:: -d002 d002.s059.t010 be%2:42:05:: -d002 d002.s059.t012 body%1:08:00:: -d002 d002.s059.t013 shake%2:38:01:: -d002 d002.s062.t002 see%2:31:02:: -d002 d002.s062.t004 flame%1:22:00:: -d002 d002.s062.t010 house%1:14:05:: -d002 d002.s062.t013 bay%1:06:01:: -d002 d002.s063.t002 be%2:42:05:: -d002 d002.s063.t003 hard%5:00:00:bad:00 -d002 d002.s063.t006 believe%2:31:03:: -d002 d002.s063.t011 happen%2:40:12:: -d002 d002.s066.t000 U -d002 d002.s066.t003 corner%2:38:01:: -d002 d002.s066.t005 damage%1:04:00:: -d002 d002.s066.t010 old%5:00:00:experienced:00 -d002 d002.s066.t011 lady%1:18:01:: -d002 d002.s066.t015 old%5:00:00:experienced:00 -d002 d002.s066.t016 mother%2:29:00:: -d002 d002.s066.t017 be%2:42:05:: -d002 d002.s066.t020 U -d002 d002.s067.t000 U -d002 d002.s067.t002 software%1:10:00:: -d002 d002.s068.t002 type%2:31:00:: -d002 d002.s068.t006 U -d002 d002.s068.t007 position%1:04:03:: -d002 d002.s072.t003 feel%1:26:00:: -d002 d002.s072.t005 thing%1:09:02:: -d002 d002.s072.t008 notice%1:09:01:: -d002 d002.s072.t010 strange%3:00:00:: -d002 d002.s072.t011 bird%2:33:00:: -d002 d002.s072.t012 behavior%1:07:00:: -d002 d002.s073.t000 duck%2:32:00:: -d002 d002.s073.t001 swarm%2:42:00:: -d002 d002.s076.t002 U -d002 d002.s076.t004 aftershock%1:11:00:: -d002 d002.s076.t006 few%1:23:00:: -d002 d002.s076.t007 second%1:28:01:: -d002 d002.s077.t001 U -d002 d002.s077.t003 numb%5:00:00:insensitive:02 -d002 d002.s080.t000 downtown%1:15:00:: -d002 d002.s080.t002 seem%2:39:01:: -d002 d002.s080.t005 be%2:42:05:: -d002 d002.s080.t007 part%2:38:00:: -d002 d002.s080.t009 town%1:14:00:: -d002 d002.s080.t012 be%2:42:05:: -d002 d002.s081.t001 power%1:14:00:: -d002 d002.s081.t003 minimal%3:00:00:: -d002 d002.s081.t004 phone%2:32:00:: -d002 d002.s081.t008 mess%1:26:02:: -d002 d002.s081.t010 mayonnaise%1:13:00:: -d002 d002.s081.t012 wine%2:34:01:: -d002 d002.s081.t020 floor%2:37:00:: -d002 d002.s081.t023 big%5:00:00:pregnant:00 -d002 d002.s081.t024 old%5:00:00:experienced:00 -d002 d002.s081.t025 U -d002 d002.s082.t001 quiver%1:26:00:: -d002 d002.s082.t002 move%2:37:01:: -d002 d002.s082.t005 house%1:14:05:: -d002 d002.s082.t007 few%1:23:00:: -d002 d002.s082.t008 minute%1:28:01:: -d002 d002.s082.t010 unpredictable%3:00:00:: -d002 d002.s082.t011 interval%1:07:00:: -d002 d002.s082.t015 mouse%2:38:00:: -d002 d002.s082.t020 live%5:00:00:elastic:00 -d002 d002.s082.t023 kitchen%1:06:00:: -d002 d002.s082.t025 take%2:38:05:: -d002 d002.s082.t026 refuge%1:07:00:: -d002 d002.s082.t029 desk%1:06:00:: -d002 d002.s083.t001 U -d002 d002.s083.t009 be%2:42:05:: -d002 d002.s083.t012 distressed%5:00:01:troubled:00 -d002 d002.s084.t001 be%2:42:05:: -d002 d002.s084.t007 quake%1:11:00:: -d002 d002.s084.t008 U -d002 d002.s084.t010 town%1:15:00:: -d002 d002.s085.t001 U -d002 d002.s085.t005 U -d002 d002.s086.t002 thing%1:09:02:: -d002 d002.s086.t003 get%2:35:10:: -d002 d002.s086.t007 run%2:42:01:: -d002 d002.s086.t010 door%1:07:00:: -d002 d002.s086.t012 spend%2:40:01:: -d002 d002.s086.t014 next%5:00:00:close:01 -d002 d002.s086.t015 few%1:23:00:: -d002 d002.s086.t016 minute%1:28:01:: -d002 d002.s086.t019 watch%2:41:00:: -d002 d002.s086.t021 brick%1:18:00:: -d002 d002.s086.t022 sidewalk%1:06:00:: -d002 d002.s086.t025 foot%2:38:00:: -d002 d002.s086.t026 ooze%1:11:00:: -d002 d002.s086.t033 flower%1:28:00:: -d002 d002.s086.t034 wave%2:32:00:: -d002 d002.s086.t037 eerie%5:00:00:unnatural:00 -d002 d002.s086.t038 rhythm%1:04:00:: -d002 d002.s087.t000 amazing%5:00:00:impressive:00 -d002 d002.s087.t003 do%2:42:01:: -d002 d002.s087.t006 one%5:00:00:incomparable:00 -d002 d002.s087.t008 U -d002 d002.s087.t011 one%5:00:00:incomparable:00 -d002 d002.s087.t013 short-term%5:00:00:short:02 -d002 d002.s087.t014 memory%1:09:00:: -d002 d002.s088.t001 look%1:26:00:: -d002 d002.s088.t002 calm%2:37:01:: -d002 d002.s088.t006 be%2:42:05:: -d002 d002.s088.t008 surreal%5:00:00:unreal:02 -d002 d002.s088.t009 low%5:00:00:humble:00 -d002 d002.s088.t010 level%5:00:00:steady:00 -d002 d002.s088.t012 U -d002 d002.s088.t015 aftershock%1:11:00:: -d002 d002.s088.t016 continue%2:42:00:: -d002 d002.s091.t000 power%1:14:00:: -d002 d002.s091.t001 be%2:42:05:: -d002 d002.s091.t008 U -d002 d002.s091.t011 seem%2:39:01:: -d002 d002.s091.t015 U -d002 d002.s091.t019 night%1:28:02:: -d002 d002.s091.t023 do%2:42:01:: -d002 d002.s091.t024 triage%1:04:00:: -d002 d002.s091.t028 U -d002 d002.s091.t032 sound%5:00:00:reasonable:00 -d002 d002.s091.t034 light%2:38:00:: -d002 d002.s092.t001 friend%1:18:04:: -d002 d002.s092.t004 be%2:42:05:: -d002 d002.s092.t007 underground%5:00:00:covert:00 -d002 d002.s092.t008 computer%1:18:00:: -d002 d002.s092.t009 center%2:42:00:: -d002 d002.s092.t011 downtown%1:15:00:: -d002 d002.s092.t015 quake%1:11:00:: -d002 d002.s092.t016 U -d002 d002.s093.t001 say%2:32:02:: -d002 d002.s093.t006 computer%1:18:00:: -d002 d002.s093.t007 take%2:38:05:: -d002 d002.s093.t009 U -d002 d002.s093.t010 trip%1:04:01:: -d002 d002.s093.t012 slide%1:06:00:: -d002 d002.s093.t015 floor%2:37:00:: -d002 d002.s094.t000 today%1:28:01:: -d002 d002.s094.t002 be%2:42:05:: -d002 d002.s094.t003 U -d002 d002.s094.t005 people%1:14:02:: -d002 d002.s094.t006 realize%2:36:00:: -d002 d002.s094.t008 hard%5:00:00:bad:00 -d002 d002.s094.t009 life%1:09:00:: -d002 d002.s094.t014 be%2:42:05:: -d002 d002.s094.t019 while%1:28:00:: -d002 d002.s097.t001 get%2:35:10:: -d002 d002.s097.t002 home%1:26:00:: -d002 d002.s097.t004 let%2:41:00:: -d002 d002.s097.t006 dog%2:38:00:: -d002 d002.s097.t009 house%1:14:05:: -d002 d002.s097.t011 notice%1:09:01:: -d002 d002.s097.t013 sound%1:19:00:: -d002 d002.s097.t016 head%1:11:00:: -d002 d002.s097.t020 someone%1:03:00:: -d002 d002.s097.t022 walk%1:06:00:: -d002 d002.s097.t025 U -d002 d002.s098.t002 notice%1:09:01:: -d002 d002.s098.t005 car%1:06:03:: -d002 d002.s098.t007 bounce%2:38:01:: -d002 d002.s098.t013 someone%1:03:00:: -d002 d002.s098.t015 jump%2:38:00:: -d002 d002.s099.t001 realize%2:36:00:: -d002 d002.s099.t005 happen%2:40:12:: -d002 d002.s099.t007 scream%1:11:00:: -d002 d002.s099.t010 house%1:14:05:: -d002 d002.s099.t013 dog%2:38:00:: -d002 d002.s100.t000 cupboard%1:06:00:: -d002 d002.s100.t001 door%1:06:03:: -d002 d002.s100.t003 fly%2:38:03:: -d002 d002.s100.t006 U -d002 d002.s100.t010 kitchen%1:06:00:: -d002 d002.s100.t011 walk%1:06:00:: -d002 d002.s100.t013 few%1:23:00:: -d002 d002.s100.t014 foot%2:38:00:: -d002 d002.s100.t017 dog%2:38:00:: -d002 d002.s100.t018 come%2:42:02:: -d002 d002.s100.t023 scoot%2:38:00:: -d002 d002.s100.t027 dog%2:38:00:: -d002 d002.s100.t028 run%2:38:04:: -d002 d002.s100.t030 stand%1:04:00:: -d002 d002.s100.t033 doorway%1:06:00:: -d002 d002.s100.t037 watch%2:41:00:: -d002 d002.s100.t039 outside%3:00:04:: -d002 d002.s100.t040 trash%2:40:00:: -d002 d002.s100.t041 can%1:08:00:: -d002 d002.s100.t042 dance%2:36:00:: -d002 d002.s100.t045 concrete%1:27:00:: -d002 d002.s101.t002 realize%2:36:00:: -d002 d002.s101.t005 be%2:42:05:: -d002 d002.s101.t010 go%2:34:00:: -d002 d002.s101.t012 stand%1:04:00:: -d002 d002.s101.t015 U -d002 d002.s101.t018 house%1:14:05:: -d002 d002.s101.t021 wait%1:04:00:: -d002 d002.s101.t023 pray%2:32:01:: -d002 d002.s101.t027 come%2:30:02:: -d002 d002.s101.t028 home%1:26:00:: -d002 d002.s101.t030 shiver%2:29:00:: -d002 d002.s101.t034 be%2:42:05:: -d002 d002.s101.t040 get%2:38:15:: -d002 d002.s102.t003 life%1:09:00:: -d002 d002.s102.t006 be%2:42:05:: -d002 d002.s102.t008 U -d002 d002.s103.t002 U -d002 d002.s103.t004 picture%1:10:02:: -d002 d002.s103.t014 begin%2:30:01:: -d002 d002.s103.t017 cry%1:10:03:: -d002 d002.s106.t005 be%2:42:01:: -d002 d002.s106.t011 U -d002 d002.s106.t014 evening%1:28:00:: -d002 d002.s106.t016 lot%2:40:00:: -d002 d002.s106.t018 people%1:14:02:: -d002 d002.s106.t020 dog%1:18:00:: -d002 d002.s106.t021 U -d002 d002.s106.t024 drink%2:31:00:: -d002 d002.s106.t025 beer%1:13:00:: -d002 d002.s109.t001 be%2:42:05:: -d002 d002.s109.t003 U -d002 d002.s109.t007 meet%2:41:01:: -d002 d002.s109.t010 new%5:00:00:original:00 -d002 d002.s109.t011 therapy%1:04:00:: -d002 d002.s109.t012 client%1:18:00:: -d002 d002.s109.t015 couple%2:35:02:: -d002 d002.s109.t019 U -d002 d002.s109.t020 start%2:30:01:: -d002 d002.s109.t022 shake%2:38:01:: -d002 d002.s109.t024 U -d002 d002.s110.t001 be%2:42:05:: -d002 d002.s110.t003 U -d002 d002.s110.t004 structure%1:14:00:: -d002 d002.s110.t006 build%2:30:00:: -d002 d002.s110.t010 support%1:21:00:: -d002 d002.s110.t016 rock%2:38:00:: -d002 d002.s111.t004 stop%2:33:00:: -d002 d002.s111.t006 breathe%2:32:00:: -d002 d002.s111.t009 moment%1:28:01:: -d002 d002.s111.t015 keep%1:21:00:: -d002 d002.s111.t018 come%2:30:02:: -d002 d002.s111.t021 lunge%1:04:00:: -d002 d002.s111.t024 doorway%1:06:00:: -d002 d002.s112.t001 needless%5:00:00:unnecessary:00 -d002 d002.s112.t004 say%2:32:02:: -d002 d002.s112.t007 be%2:42:05:: -d002 d002.s112.t009 U -d002 d002.s112.t010 first%5:00:02:opening:00 -d002 d002.s112.t011 session%1:14:00:: -d002 d002.s115.t001 escape%2:30:04:: -d002 d002.s115.t004 unscathed%5:00:00:uninjured:00 -d002 d002.s116.t001 trouble%2:37:01:: -d002 d002.s116.t002 be%2:42:05:: -d002 d002.s116.t003 scar%1:07:00:: -d002 d002.s116.t004 family%1:14:02:: -d002 d002.s116.t009 U -d002 d002.s116.t011 U -d002 d002.s116.t016 spend%2:40:01:: -d002 d002.s116.t019 horrible%5:00:00:alarming:00 -d002 d002.s116.t020 hour%1:07:00:: -d002 d002.s116.t023 know%2:31:02:: -d002 d002.s119.t003 be%2:42:05:: -d002 d002.s119.t006 U -d002 d002.s119.t010 lawn%1:15:00:: -d002 d002.s119.t011 start%2:30:01:: -d002 d002.s119.t013 U -d002 d002.s119.t015 ocean%1:23:00:: -d002 d002.s119.t016 wave%1:11:02:: -d002 d002.s120.t001 run%2:42:01:: -d002 d002.s120.t004 house%1:14:05:: -d002 d002.s120.t007 get%2:35:10:: -d002 d002.s120.t012 next%5:00:00:close:01 -d002 d002.s120.t013 tremor%2:38:00:: -d002 d002.s120.t014 throw%2:35:02:: -d002 d002.s120.t018 air%2:39:00:: -d002 d002.s120.t020 bounce%2:38:00:: -d002 d002.s120.t024 try%1:04:00:: -d002 d002.s120.t027 get%2:35:10:: -d002 d002.s120.t030 foot%1:06:00:: -d002 d002.s121.t001 be%2:42:05:: -d002 d002.s121.t003 fine%5:00:00:satisfactory:00 -d002 d002.s121.t010 freak%1:18:01:: -d002 d002.s122.t000 kitchen%1:06:00:: -d002 d002.s122.t001 full%5:00:00:high:02 -d002 d002.s122.t004 crystal%1:17:00:: -d002 d002.s123.t000 U -d002 d002.s123.t002 tape%1:06:00:: -d002 d002.s123.t006 room%1:23:00:: -d002 d002.s124.t002 thing%1:09:02:: -d002 d002.s124.t005 house%1:14:05:: -d002 d002.s124.t006 be%2:42:05:: -d002 d002.s124.t009 be%2:42:05:: -d002 d002.s124.t013 be%2:42:05:: -d002 d002.s124.t018 structure%1:14:00:: -d002 d002.s124.t019 be%2:42:05:: -d002 d002.s124.t020 fine%5:00:00:satisfactory:00 -d002 d002.s125.t003 stand%1:04:00:: -d002 d002.s125.t006 lawn%1:15:00:: -d002 d002.s125.t011 wait%1:04:00:: -d002 d002.s125.t014 tremor%1:11:00:: -d002 d002.s125.t017 notice%1:09:01:: -d002 d002.s125.t021 earthworm%1:05:00:: -d002 d002.s125.t023 emerge%2:30:00:: -d002 d002.s125.t026 U -d002 d002.s125.t028 slither%2:38:00:: -d002 d002.s125.t031 lawn%1:15:00:: -d002 d002.s128.t002 be%2:42:05:: -d002 d002.s128.t003 amazing%5:00:00:impressive:00 -d002 d002.s128.t006 second%1:28:01:: -d002 d002.s128.t010 change%2:40:00:: -d002 d002.s128.t012 life%1:09:00:: -d002 d002.s131.t001 guess%2:32:00:: -d002 d002.s131.t006 live%2:42:04:: -d002 d002.s131.t012 wait%1:04:00:: -d002 d002.s131.t018 aftershock%1:11:00:: -d002 d002.s132.t002 be%2:42:05:: -d002 d002.s132.t003 hard%4:02:04:: -d002 d002.s132.t006 accept%2:31:03:: -d002 d002.s132.t009 be%2:42:01:: -d002 d002.s132.t013 take%2:42:00:: -d002 d002.s132.t015 second%1:28:01:: -d002 d002.s133.t001 wonder%1:11:00:: -d002 d002.s133.t005 be%2:42:01:: -d002 d002.s133.t006 able%5:00:00:capable:00 -d002 d002.s133.t009 U -d002 d002.s136.t000 flesh%1:08:01:: -d002 d002.s136.t001 go%2:34:00:: -d002 d002.s136.t003 total%5:00:00:whole:00 -d002 d002.s136.t006 flight%1:04:01:: -d002 d002.s136.t008 fight%2:41:00:: -d002 d002.s137.t000 nausea%1:26:00:: -d002 d002.s137.t001 seem%2:39:01:: -d002 d002.s137.t003 commonplace%5:00:02:ordinary:00 -d002 d002.s137.t004 symptom%1:26:00:: -d002 d002.s138.t002 quiet%4:02:00:: -d002 d002.s139.t001 walk%1:04:04:: -d002 d002.s139.t010 few%1:23:00:: -d002 d002.s139.t011 minute%1:28:01:: -d002 d002.s139.t015 morning%1:28:01:: -d002 d002.s140.t000 next%5:00:00:close:01 -d002 d002.s140.t005 homeless%5:00:00:unfortunate:00 -d002 d002.s140.t006 couple%1:14:00:: -d002 d002.s140.t009 U -d002 d002.s140.t013 blue%5:00:00:dejected:00 -d002 d002.s140.t014 U -d002 d002.s140.t017 U -d002 d002.s140.t020 say%2:32:02:: -d002 d002.s140.t023 U -d002 d002.s140.t029 woman%1:18:02:: -d002 d002.s140.t030 smile%1:10:00:: -d002 d002.s140.t032 say%2:32:02:: -d002 d002.s140.t035 U -d002 d002.s140.t039 great%5:00:00:pregnant:00 -d002 d002.s140.t043 be%2:42:01:: -d002 d002.s140.t044 alive%5:00:00:aware:00 -d002 d002.s141.t001 agree%2:42:01:: -d002 d002.s142.t001 be%2:42:01:: -d002 d002.s143.t000 great%5:00:00:pregnant:00 diff --git a/WSD/method2_experiments/mfs_output_context_5 b/WSD/method2_experiments/mfs_output_context_5 deleted file mode 100644 index f492aec6a301b9798295fa245846696b1b39e840..0000000000000000000000000000000000000000 --- a/WSD/method2_experiments/mfs_output_context_5 +++ /dev/null @@ -1,2081 +0,0 @@ -d000 d000.s000.t001 be%2:42:01:: -d000 d000.s000.t004 man%1:14:00:: -d000 d000.s000.t006 say%2:32:02:: -d000 d000.s001.t001 peer%2:39:00:: -d000 d000.s001.t005 U -d000 d000.s001.t006 companion%2:42:00:: -d000 d000.s001.t008 bleary%5:00:00:tired:00 -d000 d000.s001.t010 U -d000 d000.s001.t011 eye%1:09:01:: -d000 d000.s002.t001 have%2:39:06:: -d000 d000.s002.t003 ready%5:00:00:intelligent:00 -d000 d000.s002.t004 answer%2:31:05:: -d000 d000.s002.t007 much%1:23:00:: -d000 d000.s002.t010 surprise%1:04:00:: -d000 d000.s002.t014 fit%5:00:00:ready:00 -d000 d000.s002.t016 U -d000 d000.s003.t000 U -d000 d000.s003.t002 man%1:14:00:: -d000 d000.s003.t003 U -d000 d000.s003.t005 crazy%5:00:00:insane:00 -d000 d000.s004.t002 U -d000 d000.s004.t003 buddy%1:18:00:: -d000 d000.s004.t005 match%2:30:07:: -d000 d000.s004.t007 drink%2:31:00:: -d000 d000.s004.t009 drink%2:31:00:: -d000 d000.s004.t012 lose%2:35:00:: -d000 d000.s004.t013 count%2:42:00:: -d000 d000.s004.t017 man%1:14:00:: -d000 d000.s004.t019 eye%1:09:00:: -d000 d000.s004.t020 be%2:42:01:: -d000 d000.s004.t022 clear%3:00:00:: -d000 d000.s005.t001 guy%2:32:00:: -d000 d000.s005.t002 be%2:42:01:: -d000 d000.s005.t005 U -d000 d000.s005.t008 think%2:31:01:: -d000 d000.s005.t015 U -d000 d000.s005.t019 eye%1:09:00:: -d000 d000.s006.t000 U -d000 d000.s006.t003 be%2:42:01:: -d000 d000.s006.t004 clear%5:00:01:pure:02 -d000 d000.s006.t008 bright%3:00:00:: -d000 d000.s006.t011 strange%3:00:00:: -d000 d000.s006.t012 intensity%1:07:01:: -d000 d000.s006.t017 cold%1:07:00:: -d000 d000.s006.t018 fire%1:12:00:: -d000 d000.s006.t019 burn%2:39:04:: -d000 d000.s007.t004 notice%1:09:01:: -d000 d000.s008.t003 man%1:14:00:: -d000 d000.s008.t004 be%2:42:05:: -d000 d000.s008.t006 U -d000 d000.s009.t001 wonder%1:11:00:: -d000 d000.s009.t004 get%2:30:00:: -d000 d000.s009.t005 tie%2:41:01:: -d000 d000.s009.t009 U -d000 d000.s010.t003 U -d000 d000.s010.t006 remember%2:32:00:: -d000 d000.s011.t002 blur%1:09:00:: -d000 d000.s011.t007 hour%1:28:02:: -d000 d000.s011.t009 steady%5:00:00:frequent:00 -d000 d000.s011.t010 U -d000 d000.s011.t014 occasion%1:11:01:: -d000 d000.s011.t017 U -d000 d000.s012.t001 U -d000 d000.s012.t004 head%1:11:01:: -d000 d000.s012.t006 sink%2:38:01:: -d000 d000.s012.t009 U -d000 d000.s012.t011 U -d000 d000.s012.t014 cross%5:00:00:crosswise:00 -d000 d000.s012.t016 street%1:14:00:: -d000 d000.s012.t019 light%2:38:00:: -d000 d000.s012.t023 huge%5:00:01:large:00 -d000 d000.s012.t024 U -d000 d000.s012.t026 roar%1:10:00:: -d000 d000.s012.t029 intersection%1:04:00:: -d000 d000.s013.t000 brakes%1:06:00:: -d000 d000.s013.t001 howl%2:32:03:: -d000 d000.s013.t004 U -d000 d000.s013.t005 blare%2:39:00:: -d000 d000.s013.t010 man%1:14:00:: -d000 d000.s013.t014 hit%2:35:05:: -d000 d000.s013.t020 U -d000 d000.s013.t025 second%1:28:01:: -d000 d000.s014.t001 shout%2:32:08:: -d000 d000.s014.t003 be%2:42:05:: -d000 d000.s014.t004 involuntary%3:00:01:: -d000 d000.s014.t006 U -d000 d000.s014.t011 do%2:36:02:: -d000 d000.s014.t014 U -d000 d000.s014.t018 U -d000 d000.s015.t002 U -d000 d000.s015.t010 care%2:37:00:: -d000 d000.s015.t015 guy%2:32:00:: -d000 d000.s015.t018 hit%2:35:05:: -d000 d000.s016.t003 regret%1:12:00:: -d000 d000.s016.t006 open%5:00:00:ingenuous:00 -d000 d000.s016.t008 mouth%1:10:00:: -d000 d000.s016.t011 truck%1:06:01:: -d000 d000.s016.t012 U -d000 d000.s016.t015 stop%1:06:00:: -d000 d000.s016.t018 angry%3:00:00:: -d000 d000.s016.t019 driver%1:06:00:: -d000 d000.s016.t020 jump%2:38:00:: -d000 d000.s016.t024 cab%1:06:00:: -d000 d000.s016.t026 walk%2:38:01:: -d000 d000.s017.t004 U -d000 d000.s017.t006 thank%2:32:00:: -d000 d000.s017.t010 have%2:40:05:: -d000 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d001.s031.t029 U -d001 d001.s031.t030 be%2:42:01:: -d001 d001.s031.t032 U -d001 d001.s031.t035 engage%2:40:00:: -d001 d001.s031.t037 local%3:01:01:: -d001 d001.s031.t038 U -d001 d001.s031.t041 democratic%5:00:00:common:01 -d001 d001.s031.t042 counterpart%1:09:00:: -d001 d001.s032.t000 U -d001 d001.s032.t003 empirical%3:00:00:: -d001 d001.s032.t004 support%2:32:00:: -d001 d001.s032.t007 theory%1:09:02:: -d001 d001.s033.t001 piece%1:06:00:: -d001 d001.s033.t003 evidence%2:32:00:: -d001 d001.s033.t004 corroborate%2:31:00:: -d001 d001.s033.t006 key%5:00:00:important:00 -d001 d001.s033.t007 assumption%1:07:00:: -d001 d001.s033.t009 democratic%5:00:00:common:01 -d001 d001.s033.t010 legislator%1:18:00:: -d001 d001.s033.t011 be%2:42:01:: -d001 d001.s033.t013 willing%1:04:00:: -d001 d001.s033.t016 engage%2:40:00:: -d001 d001.s033.t018 local%3:01:01:: -d001 d001.s033.t019 U -d001 d001.s033.t022 republican%1:18:00:: -d001 d001.s033.t023 colleague%1:18:01:: -d001 d001.s034.t000 first%5:00:02:opening:00 -d001 d001.s034.t002 economist%1:18:00:: -d001 d001.s034.t008 find%2:30:00:: -d001 d001.s034.t011 senator%1:18:00:: -d001 d001.s034.t012 U -d001 d001.s034.t020 allocate%2:40:00:: -d001 d001.s034.t021 personal%1:10:00:: -d001 d001.s034.t022 staff%1:14:00:: -d001 d001.s034.t023 budget%1:21:02:: -d001 d001.s034.t025 U -d001 d001.s035.t002 extent%1:26:00:: -d001 d001.s035.t005 primary%5:00:00:important:00 -d001 d001.s035.t006 duty%1:04:02:: -d001 d001.s035.t008 personal%1:10:00:: -d001 d001.s035.t009 staff%1:14:00:: -d001 d001.s035.t010 involve%2:42:04:: -d001 d001.s035.t011 local%3:01:01:: -d001 d001.s035.t012 U -d001 d001.s035.t015 indicate%2:32:02:: -d001 d001.s035.t017 political%3:01:02:: -d001 d001.s035.t018 philosophy%1:09:01:: -d001 d001.s035.t019 lead%2:32:01:: -d001 d001.s035.t020 congressional%3:01:00:: -d001 d001.s035.t021 U -d001 d001.s035.t023 U -d001 d001.s035.t027 narrow%5:00:00:careful:00 -d001 d001.s035.t028 constituent%1:18:00:: -d001 d001.s035.t029 concern%2:42:00:: -d001 d001.s036.t000 second%1:28:01:: -d001 d001.s036.t004 key%5:00:00:important:00 -d001 d001.s036.t005 assumption%1:09:00:: -d001 d001.s036.t006 be%2:42:08:: -d001 d001.s036.t007 valid%5:00:00:unexpired:00 -d001 d001.s036.t009 U -d001 d001.s036.t011 have%2:40:05:: -d001 d001.s036.t013 attendance%1:04:00:: -d001 d001.s036.t014 rate%2:31:00:: -d001 d001.s036.t016 U -d001 d001.s036.t017 vote%1:09:00:: -d001 d001.s036.t019 U -d001 d001.s036.t023 extent%1:26:00:: -d001 d001.s036.t025 such%5:00:01:specified:00 -d001 d001.s036.t026 vote%1:04:00:: -d001 d001.s036.t027 reflect%2:32:00:: -d001 d001.s036.t028 national%5:00:00:domestic:00 -d001 d001.s036.t029 policy%1:10:00:: -d001 d001.s036.t030 U -d001 d001.s036.t034 participate%2:33:00:: -d001 d001.s036.t036 such%5:00:01:specified:00 -d001 d001.s036.t037 vote%1:04:00:: -d001 d001.s036.t038 U -d001 d001.s036.t042 time%1:11:00:: -d001 d001.s036.t045 legislator%1:18:00:: -d001 d001.s036.t048 U -d001 d001.s036.t050 local%1:06:00:: -d001 d001.s036.t051 U -d001 d001.s037.t001 be%2:42:08:: -d001 d001.s037.t005 U -d001 d001.s037.t006 indicate%2:32:03:: -d001 d001.s037.t012 case%1:10:02:: -d001 d001.s038.t001 democratic%5:00:00:common:01 -d001 d001.s038.t003 attendance%1:04:00:: -d001 d001.s038.t004 rate%2:31:00:: -d001 d001.s038.t007 exceed%2:33:00:: -d001 d001.s038.t009 republican%5:00:00:democratic:00 -d001 d001.s038.t011 attendance%1:04:00:: -d001 d001.s038.t012 rate%2:31:00:: -d001 d001.s039.t004 show%1:10:03:: -d001 d001.s039.t007 table%2:42:00:: -d001 d001.s039.t009 U -d001 d001.s039.t010 allocate%2:40:00:: -d001 d001.s039.t013 proportion%1:07:01:: -d001 d001.s039.t016 personal%1:10:00:: -d001 d001.s039.t017 staff%1:14:00:: -d001 d001.s039.t019 district%1:15:00:: -d001 d001.s039.t020 office%1:26:00:: -d001 d001.s039.t023 local%3:01:01:: -d001 d001.s039.t024 U -d001 d001.s039.t025 duty%1:21:00:: -d001 d001.s039.t026 matter%1:09:01:: -d001 d001.s039.t029 national%5:00:00:domestic:00 -d001 d001.s039.t030 policy%1:09:00:: -d001 d001.s039.t031 U -d001 d001.s039.t032 activity%1:26:00:: -d001 d001.s039.t033 matter%1:09:01:: -d001 d001.s039.t035 relative%5:00:00:proportionate:00 -d001 d001.s039.t038 office%1:04:01:: -d001 d001.s040.t001 examination%1:09:03:: -d001 d001.s040.t003 change%2:40:00:: -d001 d001.s040.t005 personal%3:00:00:: -d001 d001.s040.t006 U -d001 d001.s040.t007 decision%1:11:02:: -d001 d001.s040.t017 control%1:26:00:: -d001 d001.s040.t020 body%1:10:00:: -d001 d001.s040.t021 change%2:40:00:: -d001 d001.s040.t022 party%1:14:02:: -d001 d001.s040.t023 hand%2:40:00:: -d001 d001.s040.t029 reveal%2:32:00:: -d001 d001.s040.t032 personal%1:10:00:: -d001 d001.s040.t033 U -d001 d001.s040.t034 difference%1:24:00:: -d001 d001.s040.t035 note%1:10:03:: -d001 d001.s040.t039 U -d001 d001.s040.t042 be%2:42:01:: -d001 d001.s040.t043 attribute%1:09:00:: -d001 d001.s040.t047 disproportionate%5:00:00:incommensurate:00 -d001 d001.s040.t048 control%1:09:01:: -d001 d001.s040.t050 U -d001 d001.s040.t051 exercise%2:34:00:: -d001 d001.s040.t054 U -d001 d001.s040.t057 U -d001 d001.s040.t058 status%1:26:00:: -d001 d001.s040.t061 other%3:00:00:: -d001 d001.s040.t062 resource%1:21:00:: -d001 d001.s040.t063 U -d001 d001.s040.t065 committee%1:14:01:: -d001 d001.s040.t066 staff%1:14:00:: -d001 d001.s041.t001 additional%5:00:03:added:00 -d001 d001.s041.t002 piece%1:21:00:: -d001 d001.s041.t004 evidence%2:32:00:: -d001 d001.s041.t010 U -d001 d001.s041.t011 other%3:00:00:: -d001 d001.s041.t012 U -d001 d001.s041.t014 constant%5:00:00:invariable:00 -d001 d001.s041.t016 U -d001 d001.s041.t018 incumbency%1:04:01:: -d001 d001.s041.t019 advantage%1:07:00:: -d001 d001.s041.t021 regional%5:00:00:territorial:00 -d001 d001.s041.t022 U -d001 d001.s041.t025 difference%1:10:00:: -d001 d001.s041.t027 popular%5:00:01:common:01 -d001 d001.s041.t028 vote%1:04:00:: -d001 d001.s041.t030 republican%5:00:00:democratic:00 -d001 d001.s041.t031 presidential%3:01:00:: -d001 d001.s041.t033 senatorial%3:01:00:: -d001 d001.s041.t034 candidate%1:18:01:: -d001 d001.s041.t036 state%1:14:00:: -d001 d001.s041.t037 conduct%2:38:01:: -d001 d001.s041.t040 election%1:04:01:: -d001 d001.s041.t041 U -d001 d001.s041.t045 be%2:42:01:: -d001 d001.s041.t047 positive%5:00:00:formal:01 -d001 d001.s041.t048 U -d001 d001.s041.t051 onerous%5:00:00:heavy:02 -d001 d001.s041.t053 U -d001 d001.s041.t056 tax%2:34:00:: -d001 d001.s041.t057 burden%1:09:01:: -d001 d001.s041.t058 be%2:42:05:: -d001 d001.s041.t061 state%1:14:00:: -d001 d001.s041.t064 progressive%5:00:00:liberal:00 -d001 d001.s041.t065 U -d001 d001.s041.t067 hit%2:35:05:: -d001 d001.s041.t068 U -d001 d001.s041.t069 state%1:14:00:: -d001 d001.s042.t001 put%2:35:05:: -d001 d001.s042.t007 candidate%1:18:00:: -d001 d001.s042.t009 president%1:18:03:: -d001 d001.s042.t011 U -d001 d001.s042.t018 voter%1:18:00:: -d001 d001.s042.t020 republican%1:18:00:: -d001 d001.s042.t021 candidate%1:18:00:: -d001 d001.s042.t027 prisoner%1:18:00:: -d001 d001.s042.t029 dilemma%1:09:00:: -d001 d001.s042.t030 be%2:42:01:: -d001 d001.s042.t032 severe%5:00:00:critical:03 -d001 d001.s043.t002 ticket%2:41:00:: -d001 d001.s043.t003 U -d001 d001.s043.t004 appear%2:30:01:: -d001 d001.s043.t007 take%2:31:03:: -d001 d001.s043.t009 same%3:00:00:: -d001 d001.s043.t010 peculiar%5:00:00:specific:00 -d001 d001.s043.t011 pattern%1:09:03:: -d001 d001.s043.t015 state%1:14:00:: -d001 d001.s043.t016 government%1:04:00:: -d001 d001.s043.t017 level%1:26:01:: -d001 d001.s043.t023 federal%3:00:00:: -d001 d001.s043.t024 U -d001 d001.s044.t000 state%1:14:00:: -d001 d001.s044.t001 government%1:09:00:: -d001 d001.s044.t002 be%2:42:05:: -d001 d001.s044.t006 split%1:04:00:: -d001 d001.s044.t009 U -d001 d001.s044.t010 line%1:09:00:: -d001 d001.s044.t013 reverse%2:30:00:: -d001 d001.s045.t001 U -d001 d001.s045.t002 econometric%3:01:00:: -d001 d001.s045.t003 investigation%1:04:00:: -d001 d001.s045.t007 reveal%2:32:00:: -d001 d001.s045.t011 hold%2:42:04:: -d001 d001.s045.t012 other%5:00:00:strange:00 -d001 d001.s045.t013 U -d001 d001.s045.t014 constant%1:23:00:: -d001 d001.s045.t017 difference%1:24:00:: -d001 d001.s045.t020 state%1:14:00:: -d001 d001.s045.t022 U -d001 d001.s045.t023 vote%1:09:00:: -d001 d001.s045.t024 go%2:42:04:: -d001 d001.s045.t027 republican%5:00:00:democratic:00 -d001 d001.s045.t028 gubernatorial%3:01:00:: -d001 d001.s045.t029 candidate%1:18:00:: -d001 d001.s045.t032 republican%1:18:00:: -d001 d001.s045.t033 share%2:42:00:: -d001 d001.s045.t037 state%1:14:00:: -d001 d001.s045.t038 house%1:14:05:: -d001 d001.s045.t039 be%2:42:01:: -d001 d001.s045.t041 positive%5:00:00:formal:01 -d001 d001.s045.t042 U -d001 d001.s045.t045 state%1:14:00:: -d001 d001.s045.t046 U -d001 d001.s046.t001 sum%2:32:00:: -d001 d001.s046.t006 federal%3:00:00:: -d001 d001.s046.t008 state%1:14:00:: -d001 d001.s046.t009 government%1:04:00:: -d001 d001.s046.t010 U -d001 d001.s046.t013 part%2:41:00:: -d001 d001.s046.t017 irrational%3:00:00:: -d001 d001.s046.t018 behavior%1:26:00:: -d001 d001.s046.t020 voter%1:18:00:: -d001 d001.s046.t021 display%1:10:00:: -d001 d001.s046.t025 U -d001 d001.s046.t028 have%2:40:05:: -d001 d001.s046.t031 rational%5:00:00:mental:00 -d001 d001.s046.t032 explanation%1:10:00:: -d001 d001.s047.t002 teach%2:32:00:: -d001 d001.s047.t010 U -d002 d002.s000.t002 long%5:00:00:tall:00 -d002 d002.s000.t004 frightening%5:00:00:alarming:00 -d002 d002.s000.t005 night%1:28:02:: -d002 d002.s000.t009 devastate%2:30:00:: -d002 d002.s000.t010 earthquake%1:11:00:: -d002 d002.s000.t014 resident%1:18:00:: -d002 d002.s000.t015 search%1:09:00:: -d002 d002.s000.t017 U -d002 d002.s000.t019 solace%1:04:00:: -d002 d002.s001.t001 find%2:40:01:: -d002 d002.s001.t005 screen%1:06:01:: -d002 d002.s001.t008 U -d002 d002.s002.t000 U -d002 d002.s002.t003 make%2:38:05:: -d002 d002.s002.t005 way%1:23:00:: -d002 d002.s002.t008 computer%1:18:00:: -d002 d002.s002.t011 quake%1:11:00:: -d002 d002.s002.t014 U -d002 d002.s002.t020 electronic%3:01:00:: -d002 d002.s002.t021 U -d002 d002.s002.t026 link%1:06:03:: -d002 d002.s002.t027 computer%1:18:00:: -d002 d002.s002.t028 U -d002 d002.s002.t031 U -d002 d002.s003.t004 vivid%5:00:00:realistic:00 -d002 d002.s003.t005 bulletin%1:10:00:: -d002 d002.s003.t006 come%2:30:02:: -d002 d002.s003.t016 board%1:06:03:: -d002 d002.s003.t019 be%2:42:05:: -d002 d002.s003.t024 outpost%1:15:00:: -d002 d002.s003.t027 electronic%3:01:00:: -d002 d002.s003.t028 underground%1:06:00:: -d002 d002.s004.t001 two-thirds%1:23:00:: -d002 d002.s004.t007 subscriber%1:18:01:: -d002 d002.s004.t008 live%2:42:01:: -d002 d002.s005.t001 quake%1:11:00:: -d002 d002.s005.t002 U -d002 d002.s005.t008 hour%1:07:00:: -d002 d002.s005.t013 U -d002 d002.s005.t019 U -d002 d002.s005.t021 emotional%5:00:00:agitated:00 -d002 d002.s005.t022 U -d002 d002.s005.t023 report%2:32:03:: -d002 d002.s006.t001 be%2:42:05:: -d002 d002.s006.t002 excerpt%1:10:00:: -d002 d002.s006.t005 electronic%3:01:00:: -d002 d002.s006.t006 U -d002 d002.s006.t008 night%1:28:02:: -d002 d002.s007.t001 time%1:11:00:: -d002 d002.s007.t002 be%2:42:05:: -d002 d002.s007.t005 time%1:11:00:: -d002 d002.s007.t009 initial%5:00:00:first:00 -d002 d002.s007.t011 nickname%1:10:00:: -d002 d002.s007.t012 be%2:42:08:: -d002 d002.s007.t015 subscriber%1:18:02:: -d002 d002.s007.t016 use%2:41:04:: -d002 d002.s007.t020 identify%2:31:02:: -d002 d002.s011.t001 be%2:42:05:: -d002 d002.s011.t004 avenue%1:06:00:: -d002 d002.s011.t008 third%1:06:00:: -d002 d002.s011.t009 floor%2:37:00:: -d002 d002.s011.t012 old%5:00:00:experienced:00 -d002 d002.s011.t013 U -d002 d002.s011.t019 heart%1:15:00:: -d002 d002.s011.t021 beat%5:00:00:tired:00 -d002 d002.s011.t023 beat%5:00:00:tired:00 -d002 d002.s011.t027 U -d002 d002.s011.t028 ok%5:00:00:satisfactory:00 -d002 d002.s012.t001 U -d002 d002.s012.t009 fall%2:38:15:: -d002 d002.s012.t012 poster%1:05:00:: -d002 d002.s012.t013 U -d002 d002.s012.t015 glass%2:35:00:: -d002 d002.s012.t018 floor%1:06:00:: -d002 d002.s012.t020 U -d002 d002.s012.t022 open%1:15:02:: -d002 d002.s012.t028 floor%2:35:00:: -d002 d002.s015.t001 be%2:42:05:: -d002 d002.s015.t004 favorite%5:00:00:popular:00 -d002 d002.s015.t005 U -d002 d002.s015.t009 wait%1:04:00:: -d002 d002.s015.t012 game%2:33:00:: -d002 d002.s015.t014 start%2:30:01:: -d002 d002.s016.t001 U -d002 d002.s016.t003 temblor%1:11:00:: -d002 d002.s016.t004 begin%2:30:01:: -d002 d002.s016.t006 glance%2:39:00:: -d002 d002.s016.t009 table%2:42:00:: -d002 d002.s016.t010 next%5:00:00:close:01 -d002 d002.s016.t014 smile%1:10:00:: -d002 d002.s016.t016 guilty%5:00:00:ashamed:00 -d002 d002.s016.t017 smile%2:29:00:: -d002 d002.s016.t021 mouth%1:10:00:: -d002 d002.s016.t023 word%1:10:01:: -d002 d002.s016.t026 U -d002 d002.s017.t001 be%2:42:05:: -d002 d002.s017.t004 long%5:00:00:provident:00 -d002 d002.s017.t007 take%2:38:05:: -d002 d002.s017.t010 temblor%1:11:00:: -d002 d002.s017.t012 pass%2:41:02:: -d002 d002.s018.t001 U -d002 d002.s018.t005 get%2:35:10:: -d002 d002.s018.t010 U -d002 d002.s018.t011 start%2:30:01:: -d002 d002.s018.t013 shake%2:38:01:: -d002 d002.s018.t021 be%2:42:05:: -d002 d002.s018.t023 child%1:18:06:: -d002 d002.s018.t025 toy%2:35:00:: -d002 d002.s018.t026 block%2:31:00:: -d002 d002.s018.t031 toss%1:04:01:: -d002 d002.s021.t001 be%2:42:05:: -d002 d002.s021.t006 library%1:06:00:: -d002 d002.s021.t009 hit%2:40:05:: -d002 d002.s022.t000 endless%5:00:02:infinite:00 -d002 d002.s022.t001 second%1:28:01:: -d002 d002.s022.t003 wonder%1:09:00:: -d002 d002.s022.t006 huge%5:00:01:large:00 -d002 d002.s022.t007 U -d002 d002.s022.t009 buckle%2:35:01:: -d002 d002.s022.t011 shower%1:11:00:: -d002 d002.s022.t014 glass%2:40:00:: -d002 d002.s023.t002 few%1:23:00:: -d002 d002.s023.t003 book%2:41:01:: -d002 d002.s023.t004 fell%1:06:00:: -d002 d002.s023.t007 U -d002 d002.s024.t002 auto%1:06:00:: -d002 d002.s024.t003 U -d002 d002.s024.t004 shop%1:06:01:: -d002 d002.s024.t005 fire%1:22:00:: -d002 d002.s024.t006 send%2:38:01:: -d002 d002.s024.t008 U -d002 d002.s024.t009 cloud%2:39:00:: -d002 d002.s024.t011 black%2:30:00:: -d002 d002.s024.t012 smoke%1:22:00:: -d002 d002.s024.t015 air%2:39:00:: -d002 d002.s027.t002 daughter%1:18:00:: -d002 d002.s027.t005 be%2:42:01:: -d002 d002.s027.t006 fine%2:41:00:: -d002 d002.s028.t001 U -d002 d002.s028.t002 shake%2:38:01:: -d002 d002.s028.t004 hell%1:15:01:: -d002 d002.s028.t007 keep%2:40:09:: -d002 d002.s028.t009 get%2:35:10:: -d002 d002.s029.t003 U -d002 d002.s029.t010 explode%2:30:00:: -d002 d002.s029.t012 burn%2:39:04:: -d002 d002.s029.t014 downtown%1:15:00:: -d002 d002.s029.t017 thing%1:09:02:: -d002 d002.s029.t019 be%2:42:05:: -d002 d002.s029.t021 peaceful%3:00:00:: -d002 d002.s030.t001 lot%1:26:00:: -d002 d002.s030.t003 car%1:06:03:: -d002 d002.s030.t004 alarm%2:32:00:: -d002 d002.s030.t005 U -d002 d002.s031.t001 cat%2:29:00:: -d002 d002.s031.t002 be%2:42:05:: -d002 d002.s031.t003 fine%2:41:00:: -d002 d002.s031.t006 nervous%5:00:00:excitable:00 -d002 d002.s034.t000 huge%5:00:01:large:00 -d002 d002.s034.t001 fire%1:12:00:: -d002 d002.s034.t004 U -d002 d002.s035.t000 U -d002 d002.s035.t003 be%2:42:05:: -d002 d002.s035.t004 make%2:29:00:: -d002 d002.s035.t008 fill%2:34:02:: -d002 d002.s035.t010 liquefy%2:43:00:: -d002 d002.s036.t001 woman%1:18:02:: -d002 d002.s036.t004 U -d002 d002.s036.t005 apartment%1:06:00:: -d002 d002.s036.t006 be%2:42:05:: -d002 d002.s036.t007 able%5:00:00:capable:00 -d002 d002.s036.t010 walk%1:06:00:: -d002 d002.s036.t013 window%1:06:05:: -d002 d002.s036.t016 third%1:06:00:: -d002 d002.s036.t017 floor%1:06:00:: -d002 d002.s036.t019 street%1:14:00:: -d002 d002.s036.t020 U -d002 d002.s036.t023 quake%1:11:00:: -d002 d002.s037.t001 house%1:14:05:: -d002 d002.s037.t003 settle%2:38:01:: -d002 d002.s037.t008 ground%2:35:01:: -d002 d002.s040.t001 be%2:42:05:: -d002 d002.s040.t002 drive%2:38:00:: -d002 d002.s040.t004 truck%2:38:00:: -d002 d002.s040.t006 stop%2:35:00:: -d002 d002.s040.t010 U -d002 d002.s040.t014 corner%2:38:00:: -d002 d002.s040.t022 border%2:35:00:: -d002 d002.s040.t025 U -d002 d002.s041.t001 part%1:08:01:: -d002 d002.s041.t002 be%2:42:05:: -d002 d002.s041.t003 watch%2:41:00:: -d002 d002.s041.t004 U -d002 d002.s041.t006 wave%2:32:00:: -d002 d002.s041.t009 head%1:11:00:: -d002 d002.s041.t012 way%4:02:00:: -d002 d002.s041.t016 drive%1:06:00:: -d002 d002.s044.t001 U -d002 d002.s044.t003 U -d002 d002.s044.t007 pier%1:06:01:: -d002 d002.s045.t001 flop%1:11:00:: -d002 d002.s045.t007 dramatic%5:00:00:impressive:00 -d002 d002.s046.t000 many%3:00:00:: -d002 d002.s046.t001 hairline%1:08:00:: -d002 d002.s046.t002 crack%5:00:00:superior:02 -d002 d002.s046.t005 concrete%1:27:00:: -d002 d002.s046.t006 slab%1:06:00:: -d002 d002.s047.t001 U -d002 d002.s047.t003 damn%5:00:02:cursed:00 -d002 d002.s047.t004 fishing%1:04:00:: -d002 d002.s050.t001 U -d002 d002.s050.t006 second%1:23:00:: -d002 d002.s050.t007 floor%2:37:00:: -d002 d002.s050.t012 55th%5:00:00:ordinal:00 -d002 d002.s051.t001 hear%2:31:00:: -d002 d002.s051.t002 part%4:02:00:: -d002 d002.s051.t005 U -d002 d002.s051.t008 head%1:09:00:: -d002 d002.s051.t009 crack%1:04:00:: -d002 d002.s052.t002 think%2:31:01:: -d002 d002.s052.t006 die%2:30:04:: -d002 d002.s053.t003 decide%2:31:06:: -d002 d002.s053.t007 come%2:42:01:: -d002 d002.s053.t008 home%1:26:00:: -d002 d002.s053.t014 house%1:14:05:: -d002 d002.s053.t015 be%2:42:05:: -d002 d002.s053.t017 stilt%1:05:01:: -d002 d002.s054.t001 decide%2:31:06:: -d002 d002.s054.t004 brave%2:42:00:: -d002 d002.s054.t006 storm%2:35:00:: -d002 d002.s055.t001 be%2:42:05:: -d002 d002.s055.t003 horrible%5:00:00:alarming:00 -d002 d002.s055.t004 smell%1:07:00:: -d002 d002.s055.t006 gas%1:26:00:: -d002 d002.s055.t009 pass%2:29:00:: -d002 d002.s055.t012 refinery%1:06:00:: -d002 d002.s055.t015 cross%5:00:00:crosswise:00 -d002 d002.s056.t003 see%2:38:03:: -d002 d002.s056.t005 cloud%2:39:00:: -d002 d002.s056.t008 bay%1:06:01:: -d002 d002.s056.t011 horrible%5:00:00:alarming:00 -d002 d002.s056.t012 fire%1:11:00:: -d002 d002.s057.t002 U -d002 d002.s057.t003 many%3:00:00:: -d002 d002.s057.t004 aftershock%1:11:00:: -d002 d002.s058.t001 back%4:02:00:: -d002 d002.s058.t002 be%2:42:05:: -d002 d002.s058.t005 knot%1:07:00:: -d002 d002.s058.t008 hand%1:08:00:: -d002 d002.s058.t009 be%2:42:05:: -d002 d002.s058.t011 shake%2:38:01:: -d002 d002.s059.t001 think%2:31:09:: -d002 d002.s059.t004 few%1:23:00:: -d002 d002.s059.t007 aftershock%1:11:00:: -d002 d002.s059.t010 be%2:42:05:: -d002 d002.s059.t012 body%1:10:00:: -d002 d002.s059.t013 shake%2:38:01:: -d002 d002.s062.t002 see%2:38:03:: -d002 d002.s062.t004 flame%1:22:00:: -d002 d002.s062.t010 house%1:14:05:: -d002 d002.s062.t013 bay%1:06:01:: -d002 d002.s063.t002 be%2:42:01:: -d002 d002.s063.t003 hard%4:02:04:: -d002 d002.s063.t006 believe%2:31:03:: -d002 d002.s063.t011 happen%2:40:12:: -d002 d002.s066.t000 U -d002 d002.s066.t003 corner%1:26:01:: -d002 d002.s066.t005 damage%1:04:00:: -d002 d002.s066.t010 old%5:00:00:experienced:00 -d002 d002.s066.t011 lady%1:18:01:: -d002 d002.s066.t015 old%5:00:00:experienced:00 -d002 d002.s066.t016 mother%2:29:00:: -d002 d002.s066.t017 be%2:42:05:: -d002 d002.s066.t020 U -d002 d002.s067.t000 U -d002 d002.s067.t002 software%1:10:00:: -d002 d002.s068.t002 type%2:31:00:: -d002 d002.s068.t006 standing%5:00:00:permanent:00 -d002 d002.s068.t007 position%1:04:03:: -d002 d002.s072.t003 feel%1:26:00:: -d002 d002.s072.t005 thing%1:09:02:: -d002 d002.s072.t008 notice%1:09:01:: -d002 d002.s072.t010 strange%3:00:00:: -d002 d002.s072.t011 bird%1:18:00:: -d002 d002.s072.t012 behavior%1:07:00:: -d002 d002.s073.t000 duck%2:38:00:: -d002 d002.s073.t001 swarm%2:42:00:: -d002 d002.s076.t002 U -d002 d002.s076.t004 aftershock%1:11:00:: -d002 d002.s076.t006 few%1:23:00:: -d002 d002.s076.t007 second%1:28:01:: -d002 d002.s077.t001 U -d002 d002.s077.t003 numb%5:00:00:insensitive:02 -d002 d002.s080.t000 downtown%1:15:00:: -d002 d002.s080.t002 seem%2:39:01:: -d002 d002.s080.t005 be%2:42:05:: -d002 d002.s080.t007 part%4:02:00:: -d002 d002.s080.t009 town%1:14:00:: -d002 d002.s080.t012 be%2:42:05:: -d002 d002.s081.t001 power%1:14:00:: -d002 d002.s081.t003 minimal%3:00:00:: -d002 d002.s081.t004 phone%2:32:00:: -d002 d002.s081.t008 mess%1:23:00:: -d002 d002.s081.t010 mayonnaise%1:13:00:: -d002 d002.s081.t012 wine%2:34:01:: -d002 d002.s081.t020 floor%2:37:00:: -d002 d002.s081.t023 big%5:00:00:pregnant:00 -d002 d002.s081.t024 old%5:00:00:experienced:00 -d002 d002.s081.t025 U -d002 d002.s082.t001 quiver%2:38:00:: -d002 d002.s082.t002 move%2:37:01:: -d002 d002.s082.t005 house%1:14:05:: -d002 d002.s082.t007 few%1:23:00:: -d002 d002.s082.t008 minute%1:28:01:: -d002 d002.s082.t010 unpredictable%3:00:00:: -d002 d002.s082.t011 interval%1:07:00:: -d002 d002.s082.t015 mouse%2:38:00:: -d002 d002.s082.t020 live%2:42:04:: -d002 d002.s082.t023 kitchen%1:06:00:: -d002 d002.s082.t025 take%2:38:05:: -d002 d002.s082.t026 refuge%1:07:00:: -d002 d002.s082.t029 desk%1:06:00:: -d002 d002.s083.t001 U -d002 d002.s083.t009 be%2:42:05:: -d002 d002.s083.t012 distressed%5:00:01:troubled:00 -d002 d002.s084.t001 be%2:42:05:: -d002 d002.s084.t007 quake%2:38:01:: -d002 d002.s084.t008 U -d002 d002.s084.t010 town%1:15:00:: -d002 d002.s085.t001 U -d002 d002.s085.t005 U -d002 d002.s086.t002 thing%1:09:02:: -d002 d002.s086.t003 get%2:35:10:: -d002 d002.s086.t007 run%2:30:01:: -d002 d002.s086.t010 door%1:07:00:: -d002 d002.s086.t012 spend%2:40:01:: -d002 d002.s086.t014 next%5:00:00:close:01 -d002 d002.s086.t015 few%1:23:00:: -d002 d002.s086.t016 minute%1:28:01:: -d002 d002.s086.t019 watch%2:41:00:: -d002 d002.s086.t021 brick%1:06:00:: -d002 d002.s086.t022 sidewalk%1:06:00:: -d002 d002.s086.t025 foot%1:15:00:: -d002 d002.s086.t026 ooze%1:11:00:: -d002 d002.s086.t033 flower%1:28:00:: -d002 d002.s086.t034 wave%1:11:01:: -d002 d002.s086.t037 eerie%5:00:00:unnatural:00 -d002 d002.s086.t038 rhythm%1:04:00:: -d002 d002.s087.t000 amazing%5:00:00:impressive:00 -d002 d002.s087.t003 do%2:42:01:: -d002 d002.s087.t006 one%5:00:00:incomparable:00 -d002 d002.s087.t008 U -d002 d002.s087.t011 one%5:00:00:incomparable:00 -d002 d002.s087.t013 short-term%5:00:00:short:02 -d002 d002.s087.t014 memory%1:09:00:: -d002 d002.s088.t001 look%1:26:00:: -d002 d002.s088.t002 calm%2:37:01:: -d002 d002.s088.t006 be%2:42:01:: -d002 d002.s088.t008 surreal%5:00:00:unreal:02 -d002 d002.s088.t009 low%5:00:00:dejected:00 -d002 d002.s088.t010 level%5:00:00:steady:00 -d002 d002.s088.t012 confusion%1:26:01:: -d002 d002.s088.t015 aftershock%1:11:00:: -d002 d002.s088.t016 continue%2:42:00:: -d002 d002.s091.t000 power%1:14:00:: -d002 d002.s091.t001 be%2:42:05:: -d002 d002.s091.t008 U -d002 d002.s091.t011 seem%2:39:01:: -d002 d002.s091.t015 U -d002 d002.s091.t019 night%1:26:00:: -d002 d002.s091.t023 do%2:36:02:: -d002 d002.s091.t024 triage%1:04:00:: -d002 d002.s091.t028 U -d002 d002.s091.t032 sound%1:19:00:: -d002 d002.s091.t034 light%2:38:00:: -d002 d002.s092.t001 friend%1:18:04:: -d002 d002.s092.t004 be%2:42:05:: -d002 d002.s092.t007 underground%5:00:00:covert:00 -d002 d002.s092.t008 computer%1:18:00:: -d002 d002.s092.t009 center%1:06:01:: -d002 d002.s092.t011 downtown%1:15:00:: -d002 d002.s092.t015 quake%1:11:00:: -d002 d002.s092.t016 U -d002 d002.s093.t001 say%2:32:04:: -d002 d002.s093.t006 computer%1:18:00:: -d002 d002.s093.t007 take%2:38:05:: -d002 d002.s093.t009 U -d002 d002.s093.t010 trip%1:04:01:: -d002 d002.s093.t012 slide%1:06:00:: -d002 d002.s093.t015 floor%2:37:00:: -d002 d002.s094.t000 today%1:28:01:: -d002 d002.s094.t002 be%2:42:05:: -d002 d002.s094.t003 U -d002 d002.s094.t005 people%1:14:03:: -d002 d002.s094.t006 realize%2:36:00:: -d002 d002.s094.t008 hard%4:02:04:: -d002 d002.s094.t009 life%1:09:00:: -d002 d002.s094.t014 be%2:42:01:: -d002 d002.s094.t019 while%1:28:00:: -d002 d002.s097.t001 get%2:35:10:: -d002 d002.s097.t002 home%1:26:00:: -d002 d002.s097.t004 let%2:41:00:: -d002 d002.s097.t006 dog%2:38:00:: -d002 d002.s097.t009 house%1:14:05:: -d002 d002.s097.t011 notice%1:09:01:: -d002 d002.s097.t013 sound%5:00:00:healthy:00 -d002 d002.s097.t016 head%1:11:00:: -d002 d002.s097.t020 someone%1:03:00:: -d002 d002.s097.t022 walk%1:06:00:: -d002 d002.s097.t025 U -d002 d002.s098.t002 notice%1:09:01:: -d002 d002.s098.t005 car%1:06:03:: -d002 d002.s098.t007 bounce%2:38:01:: -d002 d002.s098.t013 someone%1:03:00:: -d002 d002.s098.t015 U -d002 d002.s099.t001 realize%2:36:00:: -d002 d002.s099.t005 happen%2:40:12:: -d002 d002.s099.t007 scream%1:11:00:: -d002 d002.s099.t010 house%1:14:05:: -d002 d002.s099.t013 dog%2:38:00:: -d002 d002.s100.t000 cupboard%1:06:00:: -d002 d002.s100.t001 door%1:06:03:: -d002 d002.s100.t003 fly%1:06:01:: -d002 d002.s100.t006 U -d002 d002.s100.t010 kitchen%1:06:00:: -d002 d002.s100.t011 walk%1:06:00:: -d002 d002.s100.t013 few%1:23:00:: -d002 d002.s100.t014 foot%2:38:00:: -d002 d002.s100.t017 dog%2:38:00:: -d002 d002.s100.t018 come%2:42:02:: -d002 d002.s100.t023 scoot%2:38:00:: -d002 d002.s100.t027 dog%2:38:00:: -d002 d002.s100.t028 run%2:38:04:: -d002 d002.s100.t030 stand%2:35:00:: -d002 d002.s100.t033 doorway%1:06:00:: -d002 d002.s100.t037 watch%2:41:00:: -d002 d002.s100.t039 outside%5:00:00:inaccurate:00 -d002 d002.s100.t040 trash%2:40:00:: -d002 d002.s100.t041 can%1:08:00:: -d002 d002.s100.t042 dance%2:38:02:: -d002 d002.s100.t045 concrete%1:27:00:: -d002 d002.s101.t002 realize%2:36:00:: -d002 d002.s101.t005 be%2:42:05:: -d002 d002.s101.t010 go%2:35:13:: -d002 d002.s101.t012 stand%2:35:01:: -d002 d002.s101.t015 U -d002 d002.s101.t018 house%1:14:05:: -d002 d002.s101.t021 wait%1:04:00:: -d002 d002.s101.t023 pray%2:32:01:: -d002 d002.s101.t027 come%2:30:02:: -d002 d002.s101.t028 home%1:26:00:: -d002 d002.s101.t030 shiver%2:29:00:: -d002 d002.s101.t034 be%2:42:01:: -d002 d002.s101.t040 get%2:39:13:: -d002 d002.s102.t003 life%1:09:00:: -d002 d002.s102.t006 be%2:42:05:: -d002 d002.s102.t008 U -d002 d002.s103.t002 U -d002 d002.s103.t004 picture%1:10:02:: -d002 d002.s103.t014 begin%2:30:01:: -d002 d002.s103.t017 cry%1:10:03:: -d002 d002.s106.t005 be%2:42:05:: -d002 d002.s106.t011 U -d002 d002.s106.t014 evening%1:28:00:: -d002 d002.s106.t016 lot%1:23:00:: -d002 d002.s106.t018 people%2:30:00:: -d002 d002.s106.t020 dog%1:18:00:: -d002 d002.s106.t021 U -d002 d002.s106.t024 drink%2:34:12:: -d002 d002.s106.t025 beer%1:13:00:: -d002 d002.s109.t001 be%2:42:01:: -d002 d002.s109.t003 U -d002 d002.s109.t007 meet%2:34:00:: -d002 d002.s109.t010 new%5:00:00:inexperienced:00 -d002 d002.s109.t011 therapy%1:04:00:: -d002 d002.s109.t012 client%1:18:00:: -d002 d002.s109.t015 couple%2:35:02:: -d002 d002.s109.t019 U -d002 d002.s109.t020 start%2:30:01:: -d002 d002.s109.t022 shake%2:38:01:: -d002 d002.s109.t024 U -d002 d002.s110.t001 be%2:42:05:: -d002 d002.s110.t003 flimsy%5:00:01:weak:00 -d002 d002.s110.t004 structure%2:30:00:: -d002 d002.s110.t006 build%2:30:00:: -d002 d002.s110.t010 support%2:35:00:: -d002 d002.s110.t016 rock%2:38:00:: -d002 d002.s111.t004 stop%2:33:00:: -d002 d002.s111.t006 breathe%2:32:00:: -d002 d002.s111.t009 moment%1:28:01:: -d002 d002.s111.t015 keep%1:21:00:: -d002 d002.s111.t018 come%2:42:01:: -d002 d002.s111.t021 lunge%1:04:00:: -d002 d002.s111.t024 doorway%1:06:00:: -d002 d002.s112.t001 U -d002 d002.s112.t004 say%2:32:02:: -d002 d002.s112.t007 be%2:42:05:: -d002 d002.s112.t009 U -d002 d002.s112.t010 first%5:00:02:opening:00 -d002 d002.s112.t011 session%1:14:00:: -d002 d002.s115.t001 escape%2:30:04:: -d002 d002.s115.t004 unscathed%5:00:00:uninjured:00 -d002 d002.s116.t001 trouble%2:37:01:: -d002 d002.s116.t002 be%2:42:05:: -d002 d002.s116.t003 scar%1:07:00:: -d002 d002.s116.t004 family%1:14:02:: -d002 d002.s116.t009 U -d002 d002.s116.t011 U -d002 d002.s116.t016 spend%2:40:01:: -d002 d002.s116.t019 horrible%5:00:00:alarming:00 -d002 d002.s116.t020 hour%1:07:00:: -d002 d002.s116.t023 know%2:31:02:: -d002 d002.s119.t003 be%2:42:05:: -d002 d002.s119.t006 U -d002 d002.s119.t010 lawn%1:15:00:: -d002 d002.s119.t011 start%2:30:01:: -d002 d002.s119.t013 U -d002 d002.s119.t015 ocean%1:17:00:: -d002 d002.s119.t016 wave%2:38:00:: -d002 d002.s120.t001 run%2:30:01:: -d002 d002.s120.t004 house%1:14:05:: -d002 d002.s120.t007 get%2:35:10:: -d002 d002.s120.t012 next%5:00:00:close:01 -d002 d002.s120.t013 tremor%2:38:00:: -d002 d002.s120.t014 throw%2:35:00:: -d002 d002.s120.t018 air%2:39:00:: -d002 d002.s120.t020 bounce%2:38:00:: -d002 d002.s120.t024 try%1:04:00:: -d002 d002.s120.t027 get%2:35:10:: -d002 d002.s120.t030 foot%2:38:00:: -d002 d002.s121.t001 be%2:42:05:: -d002 d002.s121.t003 fine%2:41:00:: -d002 d002.s121.t010 freak%1:18:01:: -d002 d002.s122.t000 kitchen%1:06:00:: -d002 d002.s122.t001 full%5:00:00:high:02 -d002 d002.s122.t004 crystal%1:17:00:: -d002 d002.s123.t000 U -d002 d002.s123.t002 tape%1:06:00:: -d002 d002.s123.t006 room%1:23:00:: -d002 d002.s124.t002 thing%1:09:02:: -d002 d002.s124.t005 house%1:14:05:: -d002 d002.s124.t006 be%2:42:05:: -d002 d002.s124.t009 be%2:42:05:: -d002 d002.s124.t013 be%2:42:05:: -d002 d002.s124.t018 structure%1:14:00:: -d002 d002.s124.t019 be%2:42:05:: -d002 d002.s124.t020 fine%4:02:01:: -d002 d002.s125.t003 stand%2:42:01:: -d002 d002.s125.t006 lawn%1:15:00:: -d002 d002.s125.t011 wait%1:04:00:: -d002 d002.s125.t014 tremor%1:11:00:: -d002 d002.s125.t017 notice%1:09:01:: -d002 d002.s125.t021 earthworm%1:05:00:: -d002 d002.s125.t023 emerge%2:30:00:: -d002 d002.s125.t026 ground%1:17:00:: -d002 d002.s125.t028 slither%2:38:00:: -d002 d002.s125.t031 lawn%1:15:00:: -d002 d002.s128.t002 be%2:42:05:: -d002 d002.s128.t003 amazing%5:00:00:impressive:00 -d002 d002.s128.t006 second%1:28:01:: -d002 d002.s128.t010 change%2:40:00:: -d002 d002.s128.t012 life%1:09:00:: -d002 d002.s131.t001 guess%2:32:00:: -d002 d002.s131.t006 live%2:42:06:: -d002 d002.s131.t012 wait%1:04:00:: -d002 d002.s131.t018 aftershock%1:11:00:: -d002 d002.s132.t002 be%2:42:01:: -d002 d002.s132.t003 hard%4:02:04:: -d002 d002.s132.t006 accept%2:31:03:: -d002 d002.s132.t009 be%2:42:01:: -d002 d002.s132.t013 take%2:31:03:: -d002 d002.s132.t015 second%1:28:01:: -d002 d002.s133.t001 wonder%1:11:00:: -d002 d002.s133.t005 be%2:42:05:: -d002 d002.s133.t006 able%3:00:00:: -d002 d002.s133.t009 U -d002 d002.s136.t000 flesh%1:08:01:: -d002 d002.s136.t001 go%2:34:00:: -d002 d002.s136.t003 total%5:00:00:whole:00 -d002 d002.s136.t006 flight%1:04:01:: -d002 d002.s136.t008 fight%2:41:00:: -d002 d002.s137.t000 nausea%1:26:00:: -d002 d002.s137.t001 seem%2:39:01:: -d002 d002.s137.t003 commonplace%5:00:02:ordinary:00 -d002 d002.s137.t004 symptom%1:26:00:: -d002 d002.s138.t002 quiet%4:02:00:: -d002 d002.s139.t001 walk%1:04:04:: -d002 d002.s139.t010 few%1:23:00:: -d002 d002.s139.t011 minute%1:28:01:: -d002 d002.s139.t015 morning%1:28:01:: -d002 d002.s140.t000 next%5:00:00:close:01 -d002 d002.s140.t005 homeless%1:18:00:: -d002 d002.s140.t006 couple%2:35:02:: -d002 d002.s140.t009 U -d002 d002.s140.t013 blue%5:00:00:sexy:00 -d002 d002.s140.t014 U -d002 d002.s140.t017 U -d002 d002.s140.t020 say%2:32:02:: -d002 d002.s140.t023 U -d002 d002.s140.t029 woman%1:18:02:: -d002 d002.s140.t030 smile%1:10:00:: -d002 d002.s140.t032 say%2:32:02:: -d002 d002.s140.t035 U -d002 d002.s140.t039 great%5:00:00:pregnant:00 -d002 d002.s140.t043 be%2:42:01:: -d002 d002.s140.t044 alive%5:00:00:aware:00 -d002 d002.s141.t001 agree%2:42:01:: -d002 d002.s142.t001 be%2:42:01:: -d002 d002.s143.t000 great%5:00:00:pregnant:00 diff --git a/WSD/wsd2_exp.py b/WSD/wsd2_exp.py index 9284279e355d648f4af3f0529a6e84d88877ff4d..e3dfb81cdca8b619914a29df12464fe7ce994aee 100644 --- a/WSD/wsd2_exp.py +++ b/WSD/wsd2_exp.py @@ -1,11 +1,19 @@ import pickle import wsd_method2 as wsd -document0 = wsd.read_pkl('Senseval3/d000.pkl') -document1 = wsd.read_pkl('Senseval3/d001.pkl') -document2 = wsd.read_pkl('Senseval3/d002.pkl') -doc_list = [document0, document1, document2] +document0_3 = wsd.read_pkl('Senseval3/d000.pkl') +document1_3 = wsd.read_pkl('Senseval3/d001.pkl') +document2_3 = wsd.read_pkl('Senseval3/d002.pkl') + +document0_2 = wsd.read_pkl('Senseval2/d00.pkl') +document1_2 = wsd.read_pkl('Senseval2/d01.pkl') +document2_2 = wsd.read_pkl('Senseval2/d02.pkl') + + + +senseval_3 = [document0_3, document1_3, document2_3] +senseval_2 = [document0_2, document1_2, document2_2] # get all required mappings id_map = wsd.read_pkl('graph_mappings/id_mapping.pkl') @@ -24,20 +32,32 @@ node_emb = wsd.read_pkl('embeddings/wsd_node_embeddings.pkl') disambiguator = wsd.WSD(id_map, reverse_id_map, gloss_map, gloss_emb, lemma_map, lemma_emb, pos_map, pos_emb, node_emb, wordnet_map) +output_file = "method2_experiments/output_senseval3_context_" -# dummy_head = ['dog', 'NOUN', 'n'] -# dummy_context = [['vaporize', 'VERB', 'v'], ['erosion', 'NOUN', 'n'], ['rest', 'VERB', 'v'], -# ['resident', 'NOUN', 'n'], ['cut', 'VERB', 'v']] -output_file = "method2_experiments/mfs_output_context_" +def run_experiment(window_size, document, output_file, mfs=False): + print('#'*80) + + + + synset_error = 0 + wn_mapping_error = 0 + lemma_mapping_error = 0 + missing_context_error = 0 + oov = [] + missing_in_graph = [] -def run_experiment(window_size, document, output_file, mfs=False): for i in range(len(document[0])): doc = document[0] check_doc = document[1] token = doc[i] check = check_doc[i] + no_synset = 1 + no_wn_mapping = 2 + no_lemma_mapping = 3 + no_context = 4 + if check != None: @@ -49,33 +69,79 @@ def run_experiment(window_size, document, output_file, mfs=False): head_id = check[1]['id'][0] doc_id = head_id.split('.')[0] with open(output_file + str(window_size), 'a') as out: - if prediction != None: - pred_string = prediction - else: + if prediction == no_synset: + synset_error += 1 + pred_string = 'U' + elif prediction == no_wn_mapping: + wn_mapping_error += 1 + pred_string = 'U' + elif prediction == no_lemma_mapping: + lemma_mapping_error += 1 + pred_string = 'U' + elif prediction == no_context: + missing_context_error += 1 pred_string = 'U' + else: + pred_string = prediction[0] + oov += prediction[1] + missing_in_graph += prediction[2] + out.write(doc_id + ' ' + head_id + ' ' + pred_string + '\n') else: - left = doc[i - window_size: i] + left = doc[:i] right = doc[i + 1:i + 1 + window_size] context = left + right prediction = disambiguator.disambiguate(context, token, mfs=mfs) - #print(prediction) head_id = check[1]['id'][0] - doc_id = head_id.split('.')[0] + doc_id = head_id.split('.')[0] with open(output_file + str(window_size), 'a') as out: - if prediction != None: - pred_string = prediction - else: + if prediction == no_synset: + synset_error += 1 + pred_string = 'U' + elif prediction == no_wn_mapping: + wn_mapping_error += 1 + pred_string = 'U' + elif prediction == no_lemma_mapping: + lemma_mapping_error += 1 pred_string = 'U' + elif prediction == no_context: + missing_context_error += 1 + pred_string = 'U' + else: + pred_string = prediction[0] + oov += prediction[1] + missing_in_graph += prediction[2] - # try: - # pred_string = str(prediction).split('\'')[1] - # except: - # pred_string = 'U' out.write(doc_id + ' ' + head_id + ' ' + pred_string + '\n') -windows = [5,10,15,20] -for win in windows: - for i in doc_list: - run_experiment(win, i, output_file) \ No newline at end of file + print('No Synset found for {} tokens.'.format(synset_error)) + print('No Wordnet mapping for {} senses.'.format(wn_mapping_error)) + print('No mapping for {} lemmata.'.format(lemma_mapping_error)) + print('No mapping for context: {}'.format(missing_context_error)) + oov = set(oov) + oov_amount = len(oov) + missing_amount = len(missing_in_graph) + missing_in_graph = set(missing_in_graph) + print('Total out-of-vocabulary words: {}'.format(oov_amount)) + print('Set of OOV words:\n', oov) + print('Total Synsets missed: {}'.format(missing_amount)) + print('Set of missing Synsets:\n', missing_in_graph) + print('Total errors: {}'.format(synset_error + wn_mapping_error + lemma_mapping_error)) + print('#'*80) + + +if __name__ == '__main__': + + windows = [5] + output_file = "method2_experiments/output_senseval3_context_" + ''' + for win in windows: + for i in senseval_3: + run_experiment(win, i, output_file) + ''' + + output_file = "method2_experiments/output_senseval2_mfs" + for win in windows: + for i in senseval_2: + run_experiment(win, i, output_file, mfs=True) diff --git a/WSD/wsd_method2.py b/WSD/wsd_method2.py index 5c52949d5fcb5e1482a90f757467def046443cc6..127bb46bf4c18936837a6d5f11af1afeb546aed1 100644 --- a/WSD/wsd_method2.py +++ b/WSD/wsd_method2.py @@ -37,52 +37,61 @@ class WSD: token = 0 tb_tag = 3 wn_tag = 2 + no_synset = 1 + no_wn_mapping = 2 + no_lemma_mapping = 3 + no_context = 4 + + if mfs: ''' - return most frequent sense if there is a synset for the token, else return None''' + return most frequent sense if there is a synset for the token, else return error code + ''' try: prediction = wn.synsets(head[token])[0] except: - return None + return no_synset pred_pos = prediction.pos() pred_id = prediction.offset() pred_lemma = head[token] wn_mapping_key = (pred_id, pred_lemma, pred_pos) try: prediction = self.wordnet_mapping[wn_mapping_key] - return prediction + return prediction, ['void for mfs'], ['void for mfs'] except: - return None + return no_wn_mapping # get possible synset ids from nltk and map them to EP-graph ids head_synsets = wn.synsets(head[token]) nltk_synset_keys = [(synset.offset(), synset.pos()) if synset.pos() != 's' else (synset.offset(), 'a') for synset in head_synsets] EP_synset_ids = [] - tuples_not_mapped = 0 + tuples_not_mapped = [] for syn_tuple in nltk_synset_keys: try: EP_synset_ids.append(self.id_mapping[syn_tuple]) except KeyError: - tuples_not_mapped += 1 + tuples_not_mapped.append(syn_tuple) #print(tuples_not_mapped) if len(EP_synset_ids) < 1: - return None + return no_synset + # embed head as lemma if '_' in head[token]: for tag in ['n', 'v', 'a', 'r']: try: lemma_key = self.lemma_mapping[(head[token], tag)] except KeyError: - return None + return no_lemma_mapping try: lemma_key = self.lemma_mapping[(head[token], head[wn_tag])] lemma_repr = self.lemma_embedding[lemma_key] except: - return None + return no_lemma_mapping + # embed context as gloss, skip OOV words gloss = [] oov = [] @@ -90,12 +99,16 @@ class WSD: try: gloss.append(self.gloss_mapping[(word[token], word[tb_tag])]) except KeyError: - oov.append(word) + oov.append(word[0]) gloss_length = len(gloss) - gloss = np.array(gloss) #print(gloss) - gloss_emb = self.gloss_embedding[gloss] - gloss_repr = np.add.reduce(gloss_emb) / gloss_length + #print(oov) + try: + gloss = np.array(gloss) + gloss_emb = self.gloss_embedding[gloss] + gloss_repr = np.add.reduce(gloss_emb) / gloss_length + except: + return no_context # embed head POS-tag as POS pos = self.pos_mapping[head[wn_tag]] @@ -117,15 +130,10 @@ class WSD: wn_mapping_key = (pred_id, pred_lemma, pred_pos) try: prediction = self.wordnet_mapping[wn_mapping_key] + return prediction, oov, tuples_not_mapped except: - return None - #print(pred_id, pred_lemma, pred_pos) - nearest_sense = wn.synset_from_pos_and_offset(*wn_nearest) - - return prediction - #return pred_id, pred_lemma, pred_pos #, tuples_not_mapped maybe also oov + return no_wn_mapping -#TODO: return error codes instead of None, so the cause and amount can be determined in each experiment if __name__ == "__main__": # get all required mappings @@ -148,6 +156,6 @@ if __name__ == "__main__": dummy_context = [['vaporize', 'VERB', 'v'], ['erosion', 'NOUN', 'n'], ['rest', 'VERB', 'v'], ['resident', 'NOUN', 'n'], ['cut', 'VERB', 'v']] - prediction = disambiguator.disambiguate(dummy_context, dummy_head, mfs=True) + prediction = disambiguator.disambiguate(dummy_context, dummy_head) print(prediction) diff --git a/scoring/answer-format.txt b/scoring/answer-format.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb307988dd63136556f75d5512a08ed1baa9acb --- /dev/null +++ b/scoring/answer-format.txt @@ -0,0 +1,71 @@ + +Format specification for SENSEVAL-3 results + +The results of a system's processing should be reported in a single +file corresponding to the evaluation data file, with one line for each +test instance in the evaluation data. The lines in this results file +do not have to be in any particular order. + +Each line should include the following items, in the specified order: + +1. reference id for the lexical item +2. a single space +3. reference number for test instance +4. a single space +5. list of sense tags with or without weights +6. an optional comment + +In a lexical sample task, the reference id is from the 'lexelt' tag in +the XML data and the reference number is the 'instance_id'. In an +all-words task, the reference id is 'text_id' and the reference number +is the 'head_id'. + +If the list of sense tags is weighted, the weights (given as integers +or real numbers, and separated by a "/" from the sense tag) will be +normalised. That is, they will be treated as probabilities. If any +of the sense tags are missing weights, then none of the weights will +be used. When there are no weights, a uniform distribution is used. + +In case the results file contains two or more lines for the same +reference number for the same reference id, the first such line +will be counted as the system's answer and the subsequent lines will +be disregarded. + +--------------------------------------------------------------------- + +Examples of well-formed lines: + +brother.n 00001 501566 +brother.n 00002 501566 999997 !! +brother.n 00006 501566/0.5 501573/0.4 503751/0.1 +brother.n 00015 503751/94 999999/87 !! comment . . . + +where 'brother.n' is an example of a lexelt field, '00001' is an example of +an instance_id, and '501566' is an example of a sense_tag. Actual values +will depend on the data for the particular task. +--------------------------------------------------------------------- + +If you're into BNF, here's a precise definition: + +lexical_sample_answer + ::= lexelt instance_id sense_tag+ [!! comment] + +all_words_answer + ::= text_id head_id sense_tag+ [!! comment] + +lexelt ::= lexical element (as defined in the lex-sample evaluation data) +instance_id ::= instance id (as defined in the lex-sample evaluaiton data) +text_id ::= text id (as defined in the all-words evaluation data) +head_id ::= head id (as defined in the all-words evaluation data) + +sense_tag ::= senseid[/weight] +senseid ::= senseid from the lexicon for the task +weight ::= integer or positive real number +comment ::= text string + +----------------------------------------------------------------------- +Note: Answer format adapted from the Senseval-2 scoring guidelines + + + + diff --git a/scoring/key_senseval2 b/scoring/key_senseval2 new file mode 100755 index 0000000000000000000000000000000000000000..1a1955647d32ef2c3a9b6d20f802c17dceeee07d --- /dev/null +++ b/scoring/key_senseval2 @@ -0,0 +1,2473 @@ +d00 d00.s00.t01 art%1:09:00:: +d00 d00.s00.t03 change_ringing%1:04:00:: +d00 d00.s00.t04 be%2:42:03:: +d00 d00.s00.t05 peculiar%5:00:00:specific:00 peculiar%5:00:00:characteristic:00 +d00 d00.s00.t08 english%1:18:00:: +d00 d00.s00.t13 most%3:00:02:: +d00 d00.s00.t14 english%3:01:00:: +d00 d00.s00.t15 peculiarity%1:09:00:: peculiarity%1:07:02:: +d00 d00.s00.t17 unintelligible%5:00:00:incomprehensible:00 +d00 d00.s00.t20 rest%1:24:00:: +d00 d00.s00.t23 world%1:14:02:: +d00 d00.s01.t08 tailor%1:18:00:: +d00 d00.s02.t02 england%1:15:00:: +d00 d00.s03.t03 scene%1:09:00:: +d00 d00.s03.t06 evoke%2:32:01:: +d00 d00.s03.t07 rural%3:00:00:: +d00 d00.s03.t08 england%1:15:00:: +d00 d00.s03.t15 lovely%5:00:00:beautiful:00 +d00 d00.s03.t19 ancient%5:00:00:old:02 +d00 d00.s03.t20 stone%1:06:00:: +d00 d00.s03.t21 church%1:06:00:: +d00 d00.s03.t22 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d002.s091.t023 do%1:11:00:: +d002 d002.s091.t024 triage%1:04:00:: +d002 d002.s091.t028 parking_lot%1:15:00:: +d002 d002.s091.t032 sound%1:07:00:: +d002 d002.s091.t034 light%1:19:00:: +d002 d002.s092.t001 friend%1:18:00:: +d002 d002.s092.t004 be%1:27:00:: +d002 d002.s092.t007 underground%1:14:00:: +d002 d002.s092.t008 computer%1:06:00:: +d002 d002.s092.t009 center%1:15:01:: +d002 d002.s092.t011 downtown%1:15:00:: +d002 d002.s092.t015 quake%1:11:00:: +d002 d002.s092.t016 hit%1:04:03:: +d002 d002.s093.t001 say%1:26:00:: +d002 d002.s093.t006 computer%1:06:00:: +d002 d002.s093.t007 take%1:21:00:: +d002 d002.s093.t009 U +d002 d002.s093.t010 trip%1:04:00:: +d002 d002.s093.t012 slide%1:06:02:: +d002 d002.s093.t015 floor%1:06:00:: +d002 d002.s094.t000 today%1:28:00:: +d002 d002.s094.t002 be%1:27:00:: +d002 d002.s094.t003 U +d002 d002.s094.t005 people%1:14:00:: +d002 d002.s094.t006 realize%2:31:01:: +d002 d002.s094.t008 hard%3:00:06:: +d002 d002.s094.t009 life%1:26:01:: +d002 d002.s094.t014 be%1:27:00:: +d002 d002.s094.t019 while%1:28:00:: +d002 d002.s097.t001 U +d002 d002.s097.t002 home%1:15:04:: +d002 d002.s097.t004 U +d002 d002.s097.t006 dog%1:05:00:: +d002 d002.s097.t009 house%1:06:00:: +d002 d002.s097.t011 notice%1:10:01:: +d002 d002.s097.t013 sound%1:07:00:: +d002 d002.s097.t016 head%1:08:00:: +d002 d002.s097.t020 someone%1:03:00:: +d002 d002.s097.t022 walk%1:04:00:: +d002 d002.s097.t025 roof%1:06:00:: +d002 d002.s098.t002 notice%1:10:01:: +d002 d002.s098.t005 car%1:06:00:: +d002 d002.s098.t007 bounce%1:07:00:: +d002 d002.s098.t013 someone%1:03:00:: +d002 d002.s098.t015 jump%1:11:01:: +d002 d002.s099.t001 realize%2:31:01:: +d002 d002.s099.t005 happen%2:30:00:: +d002 d002.s099.t007 scream%1:10:00:: +d002 d002.s099.t010 house%1:06:00:: +d002 d002.s099.t013 dog%1:05:00:: +d002 d002.s100.t000 cupboard%1:06:00:: +d002 d002.s100.t001 door%1:06:02:: +d002 d002.s100.t003 fly%1:05:00:: +d002 d002.s100.t006 trash_can%1:06:00:: +d002 d002.s100.t010 kitchen%1:06:00:: +d002 d002.s100.t011 walk%1:04:00:: +d002 d002.s100.t013 few%1:23:00:: +d002 d002.s100.t014 foot%1:08:01:: +d002 d002.s100.t017 dog%1:05:00:: +d002 d002.s100.t018 U +d002 d002.s100.t023 scoot%2:38:00:: +d002 d002.s100.t027 dog%1:05:00:: +d002 d002.s100.t028 run%1:04:01:: +d002 d002.s100.t030 stand%1:06:00:: +d002 d002.s100.t033 doorway%1:06:00:: +d002 d002.s100.t037 watch%1:06:00:: +d002 d002.s100.t039 outside%1:15:01:: +d002 d002.s100.t040 trash%1:27:00:: +d002 d002.s100.t041 can%1:06:00:: +d002 d002.s100.t042 dance%1:10:00:: +d002 d002.s100.t045 concrete%1:27:00:: +d002 d002.s101.t002 realize%2:31:01:: +d002 d002.s101.t005 be%1:27:00:: +d002 d002.s101.t010 go%1:28:00:: +d002 d002.s101.t012 stand%1:06:00:: +d002 d002.s101.t015 in_front%4:02:00:: +d002 d002.s101.t018 house%1:06:00:: +d002 d002.s101.t021 wait%1:28:00:: +d002 d002.s101.t023 pray%2:32:00:: +d002 d002.s101.t027 U +d002 d002.s101.t028 home%1:15:04:: +d002 d002.s101.t030 shiver%1:04:00:: +d002 d002.s101.t034 be%1:27:00:: +d002 d002.s101.t040 U +d002 d002.s102.t003 life%1:26:01:: +d002 d002.s102.t006 be%1:27:00:: +d002 d002.s102.t008 U +d002 d002.s103.t002 saw%1:10:00:: +d002 d002.s103.t004 U +d002 d002.s103.t014 begin%1:18:00:: +d002 d002.s103.t017 cry%1:10:00:: +d002 d002.s106.t005 be%1:27:00:: +d002 d002.s106.t011 U +d002 d002.s106.t014 evening%1:28:00:: +d002 d002.s106.t016 lot%1:23:00:: +d002 d002.s106.t018 people%1:14:00:: +d002 d002.s106.t020 dog%1:05:00:: +d002 d002.s106.t021 walk_around%2:38:00:: +d002 d002.s106.t024 drink%1:13:04:: +d002 d002.s106.t025 beer%1:13:00:: +d002 d002.s109.t001 be%1:27:00:: +d002 d002.s109.t003 sit_down%2:38:00:: +d002 d002.s109.t007 meet%1:11:00:: +d002 d002.s109.t010 new%3:00:00:: +d002 d002.s109.t011 therapy%1:04:00:: +d002 d002.s109.t012 client%1:18:00:: +d002 d002.s109.t015 couple%1:14:00:: +d002 d002.s109.t019 building%1:06:00:: +d002 d002.s109.t020 start%1:11:00:: +d002 d002.s109.t022 shake%1:27:00:: +d002 d002.s109.t024 like_crazy%4:02:00:: +d002 d002.s110.t001 be%1:27:00:: +d002 d002.s110.t003 flimsy%1:27:00:: +d002 d002.s110.t004 structure%1:06:00:: +d002 d002.s110.t006 build%1:07:00:: +d002 d002.s110.t010 support%1:04:04:: +d002 d002.s110.t016 rock%1:17:01:: +d002 d002.s111.t004 stop%1:11:00:: +d002 d002.s111.t006 breathe%2:29:00:: +d002 d002.s111.t009 moment%1:28:00:: +d002 d002.s111.t015 keep%1:21:00:: +d002 d002.s111.t018 U +d002 d002.s111.t021 lunge%1:04:00:: +d002 d002.s111.t024 doorway%1:06:00:: +d002 d002.s112.t001 U +d002 d002.s112.t004 say%1:26:00:: +d002 d002.s112.t007 be%1:27:00:: +d002 d002.s112.t009 U +d002 d002.s112.t010 first%1:24:00:: +d002 d002.s112.t011 session%1:10:00:: +d002 d002.s115.t001 escape%1:04:00:: +d002 d002.s115.t004 U +d002 d002.s116.t001 trouble%1:09:00:: +d002 d002.s116.t002 be%1:27:00:: +d002 d002.s116.t003 scar%1:26:00:: +d002 d002.s116.t004 family%1:14:02:: +d002 d002.s116.t009 get_through%2:30:00:: +d002 d002.s116.t011 phone_line%1:06:00:: +d002 d002.s116.t016 spend%2:42:00:: +d002 d002.s116.t019 U +d002 d002.s116.t020 hour%1:28:00:: +d002 d002.s116.t023 U +d002 d002.s119.t003 be%1:27:00:: +d002 d002.s119.t006 U +d002 d002.s119.t010 lawn%1:15:00:: +d002 d002.s119.t011 start%1:11:00:: +d002 d002.s119.t013 roll%1:11:02:: +d002 d002.s119.t015 ocean%1:17:00:: +d002 d002.s119.t016 wave%1:11:01:: +d002 d002.s120.t001 run%1:04:01:: +d002 d002.s120.t004 house%1:06:00:: +d002 d002.s120.t007 U +d002 d002.s120.t012 U +d002 d002.s120.t013 tremor%1:04:00:: +d002 d002.s120.t014 throw%1:04:00:: +d002 d002.s120.t018 air%1:27:00:: +d002 d002.s120.t020 bounce%1:07:00:: +d002 d002.s120.t024 try%1:04:00:: +d002 d002.s120.t027 U +d002 d002.s120.t030 foot%1:08:01:: +d002 d002.s121.t001 be%1:27:00:: +d002 d002.s121.t003 fine%1:21:00:: +d002 d002.s121.t010 freak%1:18:00:: +d002 d002.s122.t000 kitchen%1:06:00:: +d002 d002.s122.t001 U +d002 d002.s122.t004 crystal%1:27:00:: +d002 d002.s123.t000 U +d002 d002.s123.t002 tape%1:06:00:: +d002 d002.s123.t006 room%1:06:00:: +d002 d002.s124.t002 thing%1:26:00:: +d002 d002.s124.t005 house%1:06:00:: +d002 d002.s124.t006 be%1:27:00:: +d002 d002.s124.t009 be%1:27:00:: +d002 d002.s124.t013 be%1:27:00:: +d002 d002.s124.t018 structure%1:06:00:: +d002 d002.s124.t019 be%1:27:00:: +d002 d002.s124.t020 fine%1:21:00:: +d002 d002.s125.t003 stand%1:06:00:: +d002 d002.s125.t006 lawn%1:15:00:: +d002 d002.s125.t011 wait%1:28:00:: +d002 d002.s125.t014 tremor%1:04:00:: +d002 d002.s125.t017 notice%1:10:01:: +d002 d002.s125.t021 earthworm%1:05:00:: +d002 d002.s125.t023 emerge%2:30:00:: +d002 d002.s125.t026 ground%1:17:00:: +d002 d002.s125.t028 slither%2:38:00:: +d002 d002.s125.t031 lawn%1:15:00:: +d002 d002.s128.t002 be%1:27:00:: +d002 d002.s128.t003 U +d002 d002.s128.t006 second%1:28:00:: +d002 d002.s128.t010 change%1:11:00:: +d002 d002.s128.t012 life%1:26:01:: +d002 d002.s131.t001 guess%1:10:00:: +d002 d002.s131.t006 live%2:42:08:: +d002 d002.s131.t012 wait%1:28:00:: +d002 d002.s131.t018 aftershock%1:11:00:: +d002 d002.s132.t002 be%1:27:00:: +d002 d002.s132.t003 hard%3:00:06:: +d002 d002.s132.t006 accept%2:31:00:: +d002 d002.s132.t009 be%1:27:00:: +d002 d002.s132.t013 take%1:21:00:: +d002 d002.s132.t015 second%1:28:00:: +d002 d002.s133.t001 wonder%1:12:00:: +d002 d002.s133.t005 be%1:27:00:: +d002 d002.s133.t006 able%3:00:00:: +d002 d002.s133.t009 relax%2:29:00:: +d002 d002.s136.t000 flesh%1:08:02:: +d002 d002.s136.t001 go%1:28:00:: +d002 d002.s136.t003 total%1:06:00:: +d002 d002.s136.t006 flight%1:14:01:: +d002 d002.s136.t008 fight%1:04:01:: +d002 d002.s137.t000 nausea%1:26:00:: +d002 d002.s137.t001 seem%2:39:00:: +d002 d002.s137.t003 commonplace%1:10:00:: +d002 d002.s137.t004 symptom%1:26:00:: +d002 d002.s138.t002 quiet%1:26:00:: +d002 d002.s139.t001 walk%1:04:00:: +d002 d002.s139.t010 few%1:23:00:: +d002 d002.s139.t011 minute%1:28:00:: +d002 d002.s139.t015 morning%1:28:00:: +d002 d002.s140.t000 U +d002 d002.s140.t005 homeless%1:18:00:: +d002 d002.s140.t006 couple%1:14:00:: +d002 d002.s140.t009 bundle%1:14:00:: +d002 d002.s140.t013 blue%1:07:00:: +d002 d002.s140.t014 U +d002 d002.s140.t017 sit_up%2:29:00:: +d002 d002.s140.t020 say%1:26:00:: +d002 d002.s140.t023 good_morning%1:10:00:: +d002 d002.s140.t029 woman%1:18:00:: +d002 d002.s140.t030 smile%1:10:00:: +d002 d002.s140.t032 say%1:26:00:: +d002 d002.s140.t035 U +d002 d002.s140.t039 U +d002 d002.s140.t043 be%1:27:00:: +d002 d002.s140.t044 alive%3:00:01:: +d002 d002.s141.t001 agree%2:32:00:: +d002 d002.s142.t001 be%1:27:00:: +d002 d002.s143.t000 U diff --git a/scoring/sampletask.key b/scoring/sampletask.key new file mode 100644 index 0000000000000000000000000000000000000000..df2fb040d689fe42e402aa545db5d2cdf7cc9965 --- /dev/null +++ b/scoring/sampletask.key @@ -0,0 +1,19 @@ +art.n art.30003 P art%1:04:00:: art%1:06:00:: +art.n art.30006 P art%1:06:00:: +art.n art.30010 work_of_art%1:06:00:: +art.n art.30013 art%1:06:00:: +art.n art.30016 art%1:06:00:: +art.n art.30019 art%1:04:00:: +art.n art.30022 art%1:06:00:: +art.n art.30025 art%1:09:00:: +art.n art.30028 art%1:06:00:: +authority.n authority.30001 P authority%1:14:00:: +authority.n authority.30004 P authority%1:14:00:: +authority.n authority.30007 authority%1:07:02:: +authority.n authority.30010 authority%1:07:00:: +authority.n authority.30013 authority%1:07:02:: +authority.n authority.30016 authority%1:07:02:: +authority.n authority.30019 authority%1:07:00:: +authority.n authority.30022 authority%1:07:00:: authority%1:07:02:: +authority.n authority.30025 authority%1:07:02:: +authority.n authority.30028 P authority%1:14:00:: diff --git a/scoring/sampletask.sensemap b/scoring/sampletask.sensemap new file mode 100644 index 0000000000000000000000000000000000000000..7231242e6e9faf13a5784440d4c75b4c27299ca1 --- /dev/null +++ b/scoring/sampletask.sensemap @@ -0,0 +1,20 @@ +attack%5:00:00:offensive:03 +bum%5:00:00:inferior:02 +county%3:01:00:: +material%5:00:00:physical:00 3 material%5:00:00:worldly:00 +material%3:00:03:: 3 material%5:00:00:worldly:00 +material%3:00:04:: 2 material%3:00:01:: +material%3:00:02:: +post%5:00:00:succeeding(a):00 +present%3:00:01:: +present%3:00:02:: +present%3:01:00:: +stone%3:01:00:: +stone%5:00:00:chromatic:00 +air%1:15:00:: 4 air%1:27:00:: +air%1:19:00:: 4 air%1:27:00:: +air%1:27:01:: 4 air%1:27:00:: +air%1:04:00:: +air%1:10:02:: +air%1:07:00:: +air%1:10:01:: diff --git a/scoring/sampletask.system.answers b/scoring/sampletask.system.answers new file mode 100644 index 0000000000000000000000000000000000000000..c5c6b4258c74b2ae7c5d58ff4809a00fee4b95cd --- /dev/null +++ b/scoring/sampletask.system.answers @@ -0,0 +1,19 @@ +art.n art.30003 P/1 +art.n art.30006 art%1:06:00:: +art.n art.30010 work_of_art%1:06:00::/0.5 +art.n art.30013 art%1:04:00::/1 +art.n art.30016 art%1:06:00:: +art.n art.30019 art%1:04:00:: +art.n art.30022 art%1:06:00:: +art.n art.30025 art%1:09:00:: +art.n art.30028 art%1:06:00:: +art.n art.30031 work_of_art%1:06:00:: +art.n art.30034 art%1:06:00::/0.33 art%1:09:00::/0.33 art%1:04:00::/0.33 +art.n art.30037 art%1:06:00::/1 +art.n art.30040 art%1:06:00::/1 +art.n art.30043 art%1:09:00::/0.75 +art.n art.30046 art_collection%1:14:00:: +authority.n authority.30043 regulatory_authority%1:14:00:: +authority.n authority.30046 authority%1:07:00:: +authority.n authority.30050 authority%1:07:00:: +authority.n authority.30053 P diff --git a/scoring/scorer2 b/scoring/scorer2 new file mode 100755 index 0000000000000000000000000000000000000000..a34cfcfb1b2a8d530898ff03dbb87ebe7f2121b5 Binary files /dev/null and b/scoring/scorer2 differ diff --git a/scoring/scorer2.c b/scoring/scorer2.c new file mode 100644 index 0000000000000000000000000000000000000000..062508e32eecc04132f494ded82c56ff0311b158 --- /dev/null +++ b/scoring/scorer2.c @@ -0,0 +1,848 @@ +/* Code provided by S. Cotton, U.Penn + * + * N O T E !!!! (Rada 06/11/01) + * For this code to work, it is VERY important that all input files + * (i.e. key, answer and sensemap) are SORTED + * + */ + +#include <stdio.h> +#include <stdlib.h> +#include <malloc.h> + +#define TRUE 1 +#define FALSE 0 +#define NOT_FOUND -1 + +#define COMMENT_DELIMITER "!!" +#define WEIGHT_DELIMITER '/' + +#define MINIMAL_SCORING_FLAG "-m" +#define VERBOSITY_FLAG "-v" +#define GRANULARITY_FLAG "-g" + +#define COARSE_GRAIN_FLAG "coarse" +#define MIXED_GRAIN_FLAG "mixed" + +#define UNASSIGNABLE_SENSE_TAG "U" +#define TYPO_SENSE_TAG "TYPO" +#define PROPER_SENSE_TAG "P" + +typedef char boolean; + +typedef struct +{FILE * pointer; + char * name; + char * line; + long int length_of_line;} +i_o_block; + +typedef struct +{char ** index; + char * buffer; + long int last_entry; + long int initial_bound [('z' - 'a') + 1] [('z' - 'a') + 1] [2];} +string_table; + +void newline (void) + +{printf ("\n"); + return;} + +void fnewline (FILE * out) + +{if (out != NULL) fprintf (out, "\n"); + return;} + +boolean strequal (char * first_string, char * second_string) + +{int i; + + if (first_string == NULL || second_string == NULL) return FALSE; + + for (i = 0; first_string [i] != '\0' && second_string [i] != '\0'; i++) + if (first_string [i] != second_string [i]) break; + + return (first_string [i] == second_string [i]);} + +char * make_buffer_of_size (long int length) + +{if (length <= 0) length = 1; + return (char *) calloc (length, sizeof (char));} + +void reclaim (void * space_to_reclaim) + +{if (space_to_reclaim != NULL) free (space_to_reclaim); + + return;} + +void copystr (char ** target_string, char * source_string) + +{int i; + + if (target_string == NULL || source_string == NULL) return; + + reclaim (*target_string); + + i = 0; + while (source_string [i] != '\0') i++; + + *target_string = (char *) calloc (i + 1, sizeof (char)); + + while (i >= 0) + {*(*target_string + i) = source_string [i]; + i--;} + + return;} + +void addstr (char ** target_string, char * source_string) + +{char * new_string; + int i; + int j; + + if (target_string == NULL || source_string == NULL) return; + + i = 0; + if (*target_string != NULL) + while (*(*target_string + i) != '\0') + i++; + + j = 0; + while (source_string [j] != '\0') j++; + + new_string = (char *) calloc (i + j + 1, sizeof (char)); + + i = 0; + + if (*target_string != NULL) + while (*(*target_string + i) != '\0') + {new_string [i] = *(*target_string + i); + i++;} + + for (j = 0; source_string [j] != '\0'; j++) + {new_string [i] = source_string [j]; + i++;} + + new_string [i] = '\0'; + + reclaim (*target_string); + *target_string = new_string; + + return;} + +boolean has_prefix (char * line, char * prefix) + +{int i; + + if (line == NULL || prefix == NULL) return FALSE; + + for (i = 0; prefix [i] != '\0'; i++) + if (line [i] != prefix [i]) break; + + return (prefix [i] == '\0');} + +void strip_carriage_return (char * string_to_be_stripped) + +{int length = 0; + + if (string_to_be_stripped == NULL) return; + + while (string_to_be_stripped [length] != '\0') length++; + length--; + if (string_to_be_stripped [length] == '\n') string_to_be_stripped [length] = '\0'; + + return;} + +boolean unreadable_file (char * file_name) + +{FILE * file_to_be_tested; + + if (file_name == NULL) return TRUE; + + if ((file_to_be_tested = fopen (file_name, "r")) != NULL) + {fclose (file_to_be_tested); + return FALSE;} + else + {fclose (file_to_be_tested); + return TRUE;}} + +long int length_of_file (char * file_name) + +{FILE * file_to_be_measured; + long int counter = 0; + + if (file_name != NULL) + + {if ((file_to_be_measured = fopen (file_name, "r")) != NULL) + {while (fgetc (file_to_be_measured) != EOF) counter++; + counter++;} + + fclose (file_to_be_measured);} + + return counter + 1;} + +long int length_of_longest_line_in (char * file_name) + +{FILE * file_to_be_measured; + char file_character; + long int max = 0; + long int i; + + if (file_name != NULL) + + {if ((file_to_be_measured = fopen (file_name, "r")) != NULL) + {i = 1; + while ((file_character = fgetc (file_to_be_measured)) != EOF) + {if (file_character == '\n') + {if (i > max) max = i; + i = 1;} + else + i++;} + if (i > max) max = i;} + + fclose (file_to_be_measured);} + + return max + 1;} + +boolean open_file (i_o_block * file_to_open, char * mode) + +{if (file_to_open != NULL) + {file_to_open -> length_of_line = length_of_longest_line_in (file_to_open -> name); + file_to_open -> line = make_buffer_of_size (file_to_open -> length_of_line); + if (mode != NULL) + file_to_open -> pointer = fopen (file_to_open -> name, mode); + else + file_to_open -> pointer = NULL; + return (file_to_open -> pointer != NULL);} + + return FALSE;} + +void close_file (i_o_block * file_to_close) + +{if (file_to_close != NULL) + {fclose (file_to_close -> pointer); + file_to_close -> pointer = NULL; + file_to_close -> length_of_line = 0; + reclaim (file_to_close -> line); + file_to_close -> line = NULL; + reclaim (file_to_close -> name); + file_to_close -> name = NULL;} + + return;} + +boolean read_line (i_o_block * file_to_read) + +{if (file_to_read == NULL || file_to_read -> line == NULL || file_to_read -> pointer == NULL || + fgets (file_to_read -> line, file_to_read -> length_of_line, file_to_read -> pointer) == NULL) + return FALSE; + + strip_carriage_return (file_to_read -> line); + return TRUE;} + +string_table * make_string_table (void) + +{string_table * new; + int i; + int j; + + new = (string_table *) malloc (sizeof (string_table)); + + new -> index = NULL; + new -> buffer = NULL; + new -> last_entry = 0; + + for (i = 0; i < ('z' - 'a') + 1; i++) + for (j = 0; j < ('z' - 'a') + 1; j++) + {new -> initial_bound [i] [j] [0] = 0; + new -> initial_bound [i] [j] [1] = 0;} + + return new;} + +void reclaim_string_table (string_table * table_to_reclaim) + +{if (table_to_reclaim != NULL) + + {reclaim (table_to_reclaim -> index); + reclaim (table_to_reclaim -> buffer); + reclaim (table_to_reclaim);} + + return;} + +void build_initial_bounds_of_table (string_table * table_to_build) + +{char * table_entry; + int current_first_letter = NOT_FOUND; + int current_second_letter = NOT_FOUND; + int i; + + if (table_to_build != NULL) + {for (i = 0; i < table_to_build -> last_entry; i++) + {table_entry = table_to_build -> index [i]; + if (table_entry [0] < 'a' || table_entry [0] > 'z' || + table_entry [1] < 'a' || table_entry [1] > 'z') + {if (current_first_letter != NOT_FOUND) + {table_to_build -> initial_bound [current_first_letter] [current_second_letter] [1] = i; + current_first_letter = NOT_FOUND;}} + else + {if (table_entry [0] - 'a' != current_first_letter || + table_entry [1] - 'a' != current_second_letter) + {if (current_first_letter != NOT_FOUND) + table_to_build -> initial_bound [current_first_letter] [current_second_letter] [1] = i; + current_first_letter = table_entry [0] - 'a'; + current_second_letter = table_entry [1] - 'a'; + table_to_build -> initial_bound [current_first_letter] [current_second_letter] [0] = i;}}} + + if (current_first_letter != NOT_FOUND) + table_to_build -> initial_bound [current_first_letter] [current_second_letter] [1] = i;} + + return;} + +long int search_string_table (char * word, string_table * table_to_search) + +{long int high_bound; + long int low_bound; + long int new_middle; + long int i; + int j; + +if (word == NULL || table_to_search == NULL || table_to_search -> index == NULL) + return NOT_FOUND; + + if (word [0] >= 'a' && word [0] <= 'z' && + word [1] >= 'a' && word [1] <= 'z') + {high_bound = table_to_search -> initial_bound [word [0] - 'a'] [word [1] - 'a'] [1]; + if (high_bound == 0) return NOT_FOUND; + low_bound = table_to_search -> initial_bound [word [0] - 'a'] [word [1] - 'a'] [0];} + else + {high_bound = table_to_search -> last_entry; + low_bound = 0;} + + new_middle = (high_bound + low_bound) / 2; + + do + {i = new_middle; + + for (j = 0; word [j] != '\0'; j++) + { + if (word [j] < table_to_search -> index [i] [j]) + {high_bound = i; + break;} + if (word [j] > table_to_search -> index [i] [j]) + {low_bound = i; + break;}} + if (word [j] == '\0') + {if (table_to_search -> index [i] [j] == '\0' || + table_to_search -> index [i] [j] == ' ') + return i; + else + high_bound = i;} + new_middle = (high_bound + low_bound) / 2;} + while (i != new_middle); + + return NOT_FOUND;} + + +string_table * unsorted_string_table_for (char * file_name) + +{string_table * new; + FILE * words; + long int beginning_of_word; + long int characters_seen; + char file_character; + + new = make_string_table (); + + characters_seen = 0; + + if (file_name != NULL) + {if ((words = fopen (file_name, "r")) != NULL) + while ((file_character = fgetc (words)) != EOF) + {if (file_character == '\n') + (new -> last_entry)++; + characters_seen++;} + fclose (words);} + + new -> buffer = make_buffer_of_size (characters_seen + 1); + new -> buffer [0] = '\0'; + + new -> index = (char **) calloc ((new -> last_entry) + 1, sizeof (char *)); + new -> index [0] = new -> buffer; + + new -> last_entry = 0; + characters_seen = 0; + beginning_of_word = 0; + + if (file_name != NULL) + {if ((words = fopen (file_name, "r")) != NULL) + while ((new -> buffer [characters_seen] = fgetc (words)) != EOF) + {if (new -> buffer [characters_seen] == '\n') + {new -> buffer [characters_seen] = '\0'; + new -> index [new -> last_entry] = &(new -> buffer [beginning_of_word]); + beginning_of_word = characters_seen + 1; + (new -> last_entry)++;} + characters_seen++;} + fclose (words);} + + return new;} + +string_table * string_table_for (char * file_name) + +{string_table * new; + + new = unsorted_string_table_for (file_name); + + build_initial_bounds_of_table (new); + + return new;} + +char ** tokenize (char * line) + +{char ** tokens; + int last_token = 0; + int i; + + if (line != NULL) + tokens = (char **) calloc (strlen (line) + 1, sizeof (char *)); + else + tokens = (char **) calloc (1, sizeof (char *)); + + tokens [last_token] = NULL; + + if (line != NULL) + for (i = 0; line [i] != '\0'; i++) + {if (line [i] == ' ' || line [i] == '\n' || line [i] == '\t') + {line [i] = '\0'; + if (tokens [last_token] != NULL) + {last_token++; + tokens [last_token] = NULL;}} + + else + if (tokens [last_token] == NULL) + tokens [last_token] = &(line [i]);} + + if (tokens [last_token] != NULL) + {last_token++; + tokens [last_token] = NULL;} + + return tokens;} + +char * coarse_sense_tag_for (char * tag, string_table * sense_table) + +{char * coarse_tag; + long int sense_index; + int i; + + coarse_tag = tag; + + sense_index = search_string_table (tag, sense_table); + if (sense_index != NOT_FOUND) + {coarse_tag = sense_table -> index [sense_index]; + for (i = 0; sense_table -> index [sense_index] [i] != '\0'; i++) + if (sense_table -> index [sense_index] [i] == ' ') + coarse_tag = &(sense_table -> index [sense_index] [i + 1]);} + + return coarse_tag;} + +float subsumption_probability_of_tags (char * subsumer, char * tag, string_table * sense_table) + +{float probability; + long int sense_index; + int i; + int j; + + sense_index = search_string_table (tag, sense_table); + + if (sense_index != NOT_FOUND && subsumer != NULL) + {probability = 1.0; + i = 0; + for (j = 0; sense_table -> index [sense_index] [j] != '\0'; j++) + if (j == 0 || sense_table -> index [sense_index] [j - 1] == ' ') + {i++; + if (i % 2 == 0) + probability *= atof (&(sense_table -> index [sense_index] [j])); + else + if (has_prefix (&(sense_table -> index [sense_index] [j]), subsumer) && + (sense_table -> index [sense_index] [j + strlen (subsumer)] == ' ' || + sense_table -> index [sense_index] [j + strlen (subsumer)] == '\0')) + return 1.0 / probability;}} + + return 0.0;} + +int main (int argc, char * argv []) + +{ + + boolean invalid_argument_seen = FALSE; + string_table * answer; + string_table * key; + string_table * sense_table; + int sense_table_arg = 0; + char *** key_tag; + char ** answer_tag; + float * answer_weight; + long int answer_index; + long int key_index; + long int sense_index; + char * sense_granularity = NULL; + char * coarse_sense_tag; + boolean minimal_scoring_desired = FALSE; + boolean line_by_line_trace_desired = FALSE; + float total_weight; + float instances_attempted; + float instances; + float score; + float subscore; + float global_score; + int i; + int j; + int k; + + if (argc < 3) + {fnewline (stderr); + fprintf (stderr, "This scorer requires two command-line arguments in the"); + fnewline (stderr); + fprintf (stderr, "following order:"); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, " ANSWER FILE NAME (name of a file containing formatted answers)"); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, " KEY FILE NAME (name of an answer-key file)"); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, "Optionally, the following may be appended:"); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, " SENSE FILE NAME (name of a file containing sense-map information)"); + fnewline (stderr); + fprintf (stderr, " - without this file, only fine-grained scoring is available,\n"); + fprintf (stderr, " and illformed sense tags will lower precision (rather than recall)"); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, " %s", GRANULARITY_FLAG); + fprintf (stderr, " (specifies granularity: "); + fprintf (stderr, "\"%s\" or \"%s\"; \"fine\" is default)", COARSE_GRAIN_FLAG, MIXED_GRAIN_FLAG); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, " %s", MINIMAL_SCORING_FLAG); + fprintf (stderr, " (causes exclusion of instances tagged with multiple tags in key)"); + fnewline (stderr); + fnewline (stderr); + fprintf (stderr, " %s", VERBOSITY_FLAG); + fprintf (stderr, " (causes line-by-line scoring calculations to be printed)"); + fnewline (stderr); + fnewline (stderr); + invalid_argument_seen = TRUE;} + + for (i = 1; i <= 2 && i < argc; i++) + if (unreadable_file (argv [i])) { + fnewline (stderr); + fprintf (stderr, "Unable to read \"%s\".", argv [i]); + fnewline (stderr); + fnewline (stderr); + invalid_argument_seen = TRUE; + } + + for (i = 3; i < argc; i++) { + if (argv[i][0] != '-') { + if (unreadable_file (argv [i])) { + fnewline (stderr); + fprintf (stderr, "Unable to read \"%s\".", argv [i]); + fnewline (stderr); + fnewline (stderr); + invalid_argument_seen = TRUE; + } else { + sense_table_arg = i; + } + } + if (strequal (argv [i], MINIMAL_SCORING_FLAG)) minimal_scoring_desired = TRUE; + if (strequal (argv [i], VERBOSITY_FLAG)) line_by_line_trace_desired = TRUE; + if (strequal (argv [i], GRANULARITY_FLAG) && i + 1 < argc && + (strequal (argv [i + 1], COARSE_GRAIN_FLAG) || strequal (argv [i + 1], MIXED_GRAIN_FLAG))) + sense_granularity = argv [++i]; + } + + if (sense_table_arg == 0) { + /* force fine-grained scoring */ + if (sense_granularity) { + fprintf(stderr,"Fine-grained scoring will be used since no sense map was given\n"); + sense_granularity = NULL; + } + } + + if (!(invalid_argument_seen)) { + + global_score = 0.0; + instances = 0.0; + instances_attempted = 0.0; + + if (sense_table_arg > 0) { + sense_table = string_table_for (argv [sense_table_arg]); + } else { + sense_table = NULL; + } + + key = string_table_for (argv [2]); + key_tag = (char ***) calloc (key -> last_entry + 1, sizeof (char ***)); + + for (key_index = 0; key_index < key -> last_entry; key_index++) { + + /* Re-format the key's first two fields, which specify the test instance to be answered */ + + for (i = 0; key -> index [key_index] [i] != '\0'; i++) + if (key -> index [key_index] [i] == ' ') { + key -> index [key_index] [i] = '_'; + while (key -> index [key_index] [i] != '\0' && + key -> index [key_index] [i] != ' ') + {i++;} + break; + } + + if (key -> index [key_index] [i] == ' ') { + + key_tag [key_index] = tokenize (&(key -> index [key_index] [i])); + + /* Convert correct answers to appropriate granularity, collapsing duplicates if they arise */ + + if (strequal (sense_granularity, COARSE_GRAIN_FLAG)) + for (i = 0; key_tag [key_index] [i] != NULL; i++) { + coarse_sense_tag = coarse_sense_tag_for (key_tag [key_index] [i], sense_table); + for (j = 0; j < i; j++) + if (strequal (coarse_sense_tag, key_tag [key_index] [j])) break; + if (j < i) { + for (j = i; key_tag [key_index] [j] != NULL; j++) + key_tag [key_index] [j] = key_tag [key_index] [j + 1]; + i--; + } + else + if (!(strequal (coarse_sense_tag, key_tag [key_index] [i]))) + key_tag [key_index] [i] = coarse_sense_tag; + } + + /* If filter criteria for this instance aren't matched, mark the key to exclude it from scoring */ + + if (minimal_scoring_desired && key_tag [key_index] [0] != NULL && key_tag [key_index] [1] != NULL) + key_tag [key_index] [0] = NULL; + + if (key_tag [key_index] [0] != NULL) instances += 1.0; + + /*break;*/ + } + } + + answer = string_table_for (argv [1]); + + for (answer_index = 0; answer_index < answer -> last_entry; answer_index++) + + /* Strip off any comments in answers */ + + {for (i = 0; answer -> index [answer_index] [i] != '\0'; i++) + if (has_prefix (&(answer -> index [answer_index] [i]), COMMENT_DELIMITER)) + {answer -> index [answer_index] [i] = '\0'; + break;} + + /* Re-format the answer's first two fields, which specify the test instance which is being answered */ + + for (i = 0; answer -> index [answer_index] [i] != '\0'; i++) + if (answer -> index [answer_index] [i] == ' ') + {answer -> index [answer_index] [i] = '_'; + while (answer -> index [answer_index] [i] != '\0') + {if (answer -> index [answer_index] [i] == ' ') + {answer -> index [answer_index] [i] = '\0'; + i++; + break;} + i++;} + break;} + + /* Parse the raw answer, separating out sense tags and their associated weights, if any */ + + answer_tag = tokenize (&(answer -> index [answer_index] [i])); + + i = 0; + while (answer_tag [i] != NULL) i++; + answer_weight = (float *) calloc (i + 1, sizeof (float)); + + total_weight = 0.0; + invalid_argument_seen = FALSE; + for (i = 0; answer_tag [i] != NULL; i++) + + {for (j = 0; answer_tag [i] [j] != '\0'; j++) + if (answer_tag [i] [j] == WEIGHT_DELIMITER) break; + + if (answer_tag [i] [j] != WEIGHT_DELIMITER) + invalid_argument_seen = TRUE; + else + {answer_tag [i] [j] = '\0'; + answer_weight [i] = atof (&(answer_tag [i] [j + 1])); + total_weight += answer_weight [i];} + + /* Discard any answer which contains an unknown sense tag, or a sense tag with a suffix */ + /* But don't check if we don't have a sense table */ + + /*if (sense_table) { + sense_index = search_string_table (answer_tag [i], sense_table); + if (sense_index == NOT_FOUND && + !(strequal (answer_tag [i], UNASSIGNABLE_SENSE_TAG)) && + !(strequal (answer_tag [i], TYPO_SENSE_TAG)) && + !(strequal (answer_tag [i], PROPER_SENSE_TAG))) { + answer_tag [0] = NULL; + break; + }} */ + } + + /* If not all sense tags have weights, set the weights for all of them to be equal */ + + if (invalid_argument_seen) + {for (i = 0; answer_tag [i] != NULL; i++) answer_weight [i] = 1.0; + total_weight = 1.0 * i;} + + /* Convert answer tags to appropriate granularity, collapsing duplicates and merging their weights */ + + if (strequal (sense_granularity, COARSE_GRAIN_FLAG)) + for (i = 0; answer_tag [i] != NULL; i++) + {coarse_sense_tag = coarse_sense_tag_for (answer_tag [i], sense_table); + for (j = 0; j < i; j++) + if (strequal (coarse_sense_tag, answer_tag [j])) break; + if (j < i) + {answer_weight [j] += answer_weight [i]; + for (j = i; answer_tag [j] != NULL; j++) + {answer_tag [j] = answer_tag [j + 1]; + answer_weight [j] = answer_weight [j + 1];} + i--;} + else + if (!(strequal (coarse_sense_tag, answer_tag [i]))) + answer_tag [i] = coarse_sense_tag;} + + /* If weights don't form a probability distribution on sense tags (plus implicit no-guess tag), normalize them */ + + if (total_weight > 1.0) + {for (i = 0; answer_tag [i] != NULL; i++) answer_weight [i] /= total_weight; + total_weight = 1.0;} + + /* Look up the correct answer for this test instance in the key */ + + key_index = search_string_table (answer -> index [answer_index], key); + + /* If there is such a test instance, and it hasn't been scored already or excluded by filter criteria */ + + if (key_index != NOT_FOUND && answer_tag [0] != NULL && key_tag [key_index] [0] != NULL) + + {instances_attempted += total_weight; + + score = 0.0; + + /* Check each answer sense tag against the correct sense tags in the key */ + + for (i = 0; answer_tag [i] != NULL; i++) + + {subscore = 0.0; + + for (j = 0; key_tag [key_index] [j] != NULL; j++) + + /* If a tag in the key is equal to the answer tag, give full credit */ + + {if (strequal (answer_tag [i], key_tag [key_index] [j])) + subscore += 1.0; + else + + /* If correct tag subsumes the answer, give full credit under mixed-grain scoring */ + + if (strequal (sense_granularity, MIXED_GRAIN_FLAG) && + subsumption_probability_of_tags (key_tag [key_index] [j], answer_tag [i], sense_table) > 0.0) + subscore += 1.0; + else + + /* If answer subsumes correct tag, give partial credit under mixed-grain scoring */ + + if (strequal (sense_granularity, MIXED_GRAIN_FLAG)) + subscore += subsumption_probability_of_tags (answer_tag [i], key_tag [key_index] [j], sense_table);} + + + if (subscore > 1.0) subscore = 1.0; + + score += subscore * answer_weight [i];} + + if (score > 1.0) score = 1.0; + + global_score += score; + + if (line_by_line_trace_desired) + {printf ("score for \"%s\": %.3f", key -> index [key_index], score); + newline (); + printf (" key ="); + for (i = 0; key_tag [key_index] [i] != NULL; i++) + printf (" %s", key_tag [key_index] [i]); + newline (); + printf (" guess ="); + for (i = 0; answer_tag [i] != NULL; i++) + printf (" %s%c%.3f", answer_tag [i], WEIGHT_DELIMITER, answer_weight [i]); + newline (); + newline ();} + + /* Reset the key for this test instance so a second answer to this instance won't be counted redundantly */ + + key_tag [key_index] [0] = NULL;} + + else + + {fprintf (stderr, "Unable to score answer for \"%s\" (line %ld):", answer -> index [answer_index], answer_index); + if (key_index == NOT_FOUND) + fprintf (stderr, " Does not exist."); + else + if (answer_tag [0] == NULL) + fprintf (stderr, " Invalid answer."); + else + fprintf (stderr, " Excluded or already scored."); + fnewline (stderr); + + if (line_by_line_trace_desired) + {printf ("Unable to score answer for \"%s\" (line %ld):", answer -> index [answer_index], answer_index); + if (key_index == NOT_FOUND) + printf (" Does not exist."); + else + if (answer_tag [0] == NULL) + printf (" Invalid answer."); + else + printf (" Excluded or already scored."); + newline (); + newline ();}} + + reclaim (answer_tag); + reclaim (answer_weight);} + + newline (); + if (strequal (sense_granularity, COARSE_GRAIN_FLAG)) + printf ("Coarse-grained"); + else + if (strequal (sense_granularity, MIXED_GRAIN_FLAG)) + printf ("Mixed-grained"); + else + printf ("Fine-grained"); + if (minimal_scoring_desired) printf (" minimal"); + printf (" score for \"%s\" using key \"%s\":", argv [1], argv [2]); + newline (); + printf (" precision: %.3f", global_score / instances_attempted); + printf (" (%.2f correct of %.2f attempted)", global_score, instances_attempted); + newline (); + printf (" recall: %.3f", global_score / instances); + printf (" (%.2f correct of %.2f in total)", global_score, instances); + newline (); + printf (" attempted: %.2f %%", 100.0 * instances_attempted / instances); + printf (" (%.2f attempted of %.2f in total)", instances_attempted, instances); + newline (); + newline (); + + reclaim_string_table (answer); + + for (key_index = 0; key_index < key -> last_entry; key_index++) reclaim (key_tag [key_index]); + reclaim (key_tag); + reclaim_string_table (key); + + reclaim_string_table (sense_table); + } +} + + + + diff --git a/scoring/scorescheme.txt b/scoring/scorescheme.txt new file mode 100644 index 0000000000000000000000000000000000000000..757afc4a80b0b7a92f3d8e3e42d4efc5c796cf76 --- /dev/null +++ b/scoring/scorescheme.txt @@ -0,0 +1,148 @@ + + +Proposal for Senseval Scoring Scheme +I. Dan Melamed & Philip Resnik +---------------------------------------------- + + +1. A principled evaluation metric can be derived by assigning + probabilities over sense tags output by WSD algorithms. + Algorithms that output multiple tags but do not assign + probabilities can be treated as assigning uniform probabilities + over the tags that they output. E.g. an algorithm that considers + senses A and B as possible, but eliminates senses C, D and E for a + word with 5 senses in the reference inventory is really saying: + + sense prob. + ----- ----- + A .5 + B .5 + C 0 + E 0 + D 0 + +2. Given a probability distribution over sense tags and a single + known correct tag, the algorithm's score should be the probability + that the algorithm assigns to the correct tag. Note that the + exact-match criterion falls out as a special case of this metric, + where the algorithm selects exactly one sense, which is equivalent + to assigning 100% of the probability mass to it. + + +3. Given multiple possible correct tags for a given word token, the + algorithm's score should be the sum of ALL probabilities that it + assigns to ANY of the correct tags. The premise here is that it + is impossible to tell whether a multi-sense annotation was + intended as disjunctive or conjunctive, so algorithms should be + given the benefit of the doubt. E.g. annotator tags a word with + senses A and B: + + algorithm's output score + ------------------ ----- + A 1 + .5 A; .5 B 1 + .3 A; .7 C .3 + .3 A; .4 B; .3 C .7 + A, B, C 2/3 + + +4. The probabilistic treatment of sense tags can be extended to + handle tree-structured tagsets, such as HECTOR, if the structure + is interpreted as an IS-A hierarchy. E.g., if sense 3.2 is a + sub-sense of sense 3, then any word token of sense 3.2 *also* IS-A + token of sense 3. (Further extensions exist for more general + DAGs, such as WordNet, but they don't concern us here.) + + The same scoring criterion can be used for structured tagsets as + for unstructured ones: What's the probability that the algorithm + assigns to any of the correct tags? The complication for + structured tagsets is that it is not obvious how to compare tags + that are in a parent-child relationship. This problem can be + solved by defining two kinds of probability distributions: + Pr(occurrence of parent sense | occurrence of child sense) and + Pr(occurrence of child sense | occurrence of parent sense). The + first one is easy: In a tree-structured IS-A hierarchy, + Pr(occurrence of parent node | occurrence of child node) = 1. The + second one is harder, unfortunately; in general, these + ("downward") probabilities are unknown. In the absence of prior + knowledge about sense distributions over particular sense-tree + branches, the maximum entropy principle dictates that we assign a + uniform distribution over Pr(occurrence of child sense | + occurrence of parent sense) for each sense. Fortunately, this is + not such a bad assumption. It will be false in most individual + cases, but if we evaluate WSD algorithms by averaging performance + over many different word types, most of the biases should come out + in the wash. + + Now, how do we use these conditional probabilities for scoring? + Treat each non-leaf sense-tag as underspecified. E.g. if sense 3 + has just the two subsenses 3.1 and 3.2, then tagging a word with + sense 3 is equivalent to giving it a probability of one half of + being sense 3.1 and one half of being sense 3.2, given our + assumption of uniform downward probabilities. This applies both + to the tags in the output of WSD algorithms and to the manual + (correct, reference) annotations. + + Example: + + Suppose our sense-tree for a given word has senses 1 and 2, which + are not subdivided in any way. It has sense 3 divided into 3.1 + and 3.2, as above. In addition 3.1 is subdivided into 3.1a and + 3.1b. There is also a sense 4, which is split into 4.1, 4.2 and + 4.3. + + Under our assumption of uniform downward probabilities, we start + by deducing: + + Pr(3.1 | 3) = .5 + Pr(3.1a | 3.1) = .5 + (and so) Pr(3.1a | 3) = .25 + + Pr(4.2 | 4) = 1/3, etc. + + If any of the conditionals above are reversed, then the + probability is always 1. E.g. Pr(3 | 3.1a) = 1. + + Next, we apply these probabilities to find Pr(any correct sense | + algorithm's assigned senses) as in the following example + cases: + + manual annotation algorithm`s output score + ----------------- ------------------ ----- + + 2 3 0 + 3 3 1 + 3 3.1 1 + 3 3.1b 1 + 3.1 3 .5 + 3.1 & 3.2 3 .5 + .5* = 1 + 3.1a 3 .25 + 3.1a & 4.2 4 1/3 (= Pr(4.2 | 4)) + 3.1a & 4.2 3.1 .5 + 3.1a & 4.2 3.1 & 4.2 .5*.5 + .5*1 = .75 + 3.1a & 4.2 3.1 & 4 .5*.5 + .5*.333 = .41666 + + +5. This scoring scheme depends only on the tree structure of the + hierarchy, and not on the types of nodes in it. In particular, + questions of whether part-of-speech and other syntactic + distinctions should be part of the sense inventory are orthogonal + to the issue addressed here. + +========================================================== + +References: + +This proposal incorporates some ideas from section 3.1 of + +Philip Resnik and David Yarowsky, "A perspective on word sense + disambiguation methods and their evaluation", position paper + presented at the ACL SIGLEX Workshop on Tagging Text with Lexical + Semantics: Why, What, and How?, held April 4-5, 1997 in + Washington, D.C., USA in conjunction with ANLP-97. + +available from +http://www.umiacs.umd.edu/~resnik/papers/siglex97_perspective.ps + + +