Word sense disambigutation

explanation to follow

Code structure inside code folder

• parsers.py
  • Train(XML) and Gold parsers
• utils.py
  • a whole lot helper functions used in other files
• models.py
  • provides three models including MFS, Basic, and Multitask
• train.py
  • trains a Basic Model using the generator generatorPrototype.py
• trainMultitask.py
  • trains a Multitask Model using the generator generatorMultitask.py
• predict.py
  • predict functions for balenet, wnDomain, and lex. Default model used is Multitask
• running_predictions.py
  • This is only used with the WSD_evaluation framework placed inside the (resources) folder. Uses the java Scorer.
  • .py version of running_predictions.ipynb
• parsing.py
  • parsing implementation, includes vocab creation of both lemmas and various senses. Mapping file.
  • .py version of parsing.ipynb