LSTM-Contextual-Decomposition

Reproducing the results from an ICLR paper "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs".

Run Guide

We recommond to run this repository in Google Colab enviornment, with turn on the gpu setting.

LSTM_CD_demo.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
.gitattributes		.gitattributes
CD_SCORE_individual.csv		CD_SCORE_individual.csv
DeepLearning_Coursework.pdf		DeepLearning_Coursework.pdf
LSTM_CD_demo.ipynb		LSTM_CD_demo.ipynb
README.md		README.md
best_snapshot.pt		best_snapshot.pt