Update README.md

README.md

@@ -28,7 +28,8 @@ Change to source directory.
 $ cd absinth/src
 ```
 
-Run setup.sh.
+Run setup.sh. This installs mandatory modules and creates folders for
+temporary output.
 
 ```
 $ bash setup.sh
@@ -52,20 +53,47 @@ $ python3 absinth.py
 $ python3 absinth.py -t
 ```
 
+Absinth may utilise multiprocessing for parallel topic processing. Simply put
+'-p' followed by the number of processes after the program name.
+
+```
+$ python3 absinth.py -p 4
+```
+
 Absinth produces individual clustering files for every target. To merge the 
-output files, simple call merge.py
+output files, simple call merge.py. The resulting output for the WSI-evaluator
+is placed in the 'absinth/src/final' directory.
 
 ```
 $ python3 merge.py
 ```
 
+Absinth does not overwrite already processed topics. Please delete files you
+wish to replace manually.
+
+## Baseline
+
+Our baseline 'abstinent.py' works in much the same way as absinth.py. Not all
+variables in config.py are supported in our baseline though.
+
+```
+$ python3 abstinent.py -t -p 3
+```
+
+To merge the abstinent.py output, simply put the '-bl' mofifier after merge.py:
+
+```
+$ python3 merge.py -bl
+```
+
+View the documentation for more information.
+
 ## Built With
 
 * [NetworkX](https://networkx.github.io/) - Graph implementation
-* [NLTK](http://www.nltk.org/) - Stopwords
 * [Spacy](https://spacy.io/) - Tokenisation and syntactic parsing
 * [NumPy](http://www.numpy.org/) - Maths
-* [MatPlotLib](https://matplotlib.org/) - Visualisation
+* [SciPy](https://www.scipy.org/) - More maths
 
 ## References
 
@@ -84,7 +112,7 @@ Véronis, Jean. (2004). HyperLex: Lexical cartography for information retrieval.
 
 ## License
 
-This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details
 
 ## Acknowledgments