An open-source NLP research library, built on PyTorch.

NLP made easy

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

TensorFlow implementation of Neural Variational Inference for Text Processing

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

Python scripts preprocessing Penn Treebank and Chinese Treebank

Hyperparameter Search for AllenNLP

Code for upcoming TACL paper w/ Graham Neubig, "Neural Lattice Language Models".