Merge branch 'master' of https://gitlab.cl.uni-heidelberg.de/burkhardt/lsem-rc-in-nominal-compounds

fine_tuning/README.md

@@ -7,7 +7,7 @@
     - [Splitting in Train-, Validation- and Test-Set](#splitting-in-train--validation--and-test-set)
       - [Splitting all relations equally](#splitting-all-relations-equally)
     - [Tokenization](#tokenization)
-  - [fineBert.py](#fineBert.py)
+  - [fineBert.py](#finebertpy)
     - [Installation](#installation)
     - [Usage](#usage)
     - [Results](#results)
@@ -156,6 +156,11 @@ The last testing experiment was on the test set with the components flipped. Int
 
 ### Fine-Grained Relations
 
+<details>
+  <summary markdown="span"><i>🔎Expend to see results from McNemar's test for all fine-grained model.</i></summary>
+
+
+
 |                                 | Most Frequent | Uniform   | Stratified | 1 | 2         | 3 | 4        | 5        | 6 | 7        | 8 | 9        | 10        | 11       | 12       | 13        | 14       | 15 | 16 | 17 |
 | ------------------------------- | ------------- | --------- | ---------- | - | --------- | - | -------- | -------- | - | -------- | - | -------- | --------- | -------- | -------- | --------- | -------- | -- | -- | -- |
 | **1 Fine 50 Test Set**              | 7.53E-120     |           |            |   |           |   |          |          |   |          |   |          |           |          |          |           |          |    |    |
@@ -176,9 +181,13 @@ The last testing experiment was on the test set with the components flipped. Int
 | **16 Rndsent Fine 50 Test Set**     | 0             | 0         | 0          |   |           |   |          |          |   |          |   |          |           |          |          |           | 0        |    |    |
 | **17 Rndsent Sep Fine 50 Test Set** | 0             | 0         | 0          | 0 |           |   |          |          |   |          |   |          |           |          |          |           |          | 0  | 0  |    |
 
+</details>
 
 ### Coarse-Grained Relations
 
+<details>
+  <summary markdown="span"><i>🔎Expend to see results from McNemar's test for all coarse-grained model.</i></summary>
+
 |                                   | Most Frequent | Uniform   | Stratified | 1        | 2         | 3 | 4        | 5         | 6 | 7        | 8        | 9         | 10        | 11       | 12       | 13        | 14       | 15 | 16 | 17 |
 | --------------------------------- | ------------- | --------- | ---------- | -------- | --------- | - | -------- | --------- | - | -------- | -------- | --------- | --------- | -------- | -------- | --------- | -------- | -- | -- | -- |
 | **1 Coarse 50 Test Set**              | 1.59E-119     | 4.92E-11  |            |          |           |   |          |           |   |          |          |           |           |          |          |           | 1.70E-16 |    |    |
@@ -198,3 +207,5 @@ The last testing experiment was on the test set with the components flipped. Int
 | **15 Rndsent Alt Coarse 50 Test Set** | 2.96E-70      |           |            |          |           |   |          |           |   |          |          |           |           |          |          |           |          |    |    |
 | **16 Rndsent Coarse 50 Test Set**     | 0             | 0         | 1.29E-298  |          |           |   |          |           |   |          |          |           |           |          |          |           | 0        |    |    |
 | **17 Rndsent Sep Coarse 50 Test Set** | 0             | 0         | 0          | 0        |           |   |          |           |   |          |          |           |           |          |          |           |          | 0  | 0  |    |
+
+</details>

requirements.txt

@@ -5,5 +5,6 @@ tqdm
 seaborn
 pandas
 numpy
+scipy
 re
 os