Skip to content

README.md

Latest commit

 

History

History
8 lines (8 loc) · 730 Bytes

README.md

File metadata and controls

8 lines (8 loc) · 730 Bytes
Raw

Predicting Reading Comprehension Score for Elementry Students

Usage

  • BiLSTM.py contains the bidirecional LSTM model designed for the prediction task.
  • train.py includes all functions to train, evaluate, predict with the BiLSTM Model
  • generate_dataset.py reads the raw data and generate dataset with "text" and "score" for the prediction task.
  • split_dataset.py is a utility function to split the dataset into training and testing set with a given percentage.
  • tokenize_word_embed.py is a testing script for developing tokenizers and check embedding coverage on tokenized text.
  • create_embed.py generates a embedding pickle file that indexes vocab of a given corpus and appends GloVe embedding to each word.