This is a curated list of papers in NLP research using Pytorch.
sen2vec
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data (EMNLP 2017)
GCN
graph
Semi-Supervised Classification with Graph Convolutional Networks (ICLR 2017)
Recurrent NN
Quasi-Recurrent Neural Networks (ICLR 2017)
QA
Reading Wikipedia to Answer Open-Domain Questions (ACL 2017)
Recurrent NN
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog (EMNLP 2017)
Recursive NN
sen2vec
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks (ACL 2015)
QA
Reading Wikipedia to Answer Open-Domain Questions (ACL 2017)
MT
attention
sen2vec
A Structured Self-attentive Sentence Embedding (ICLR 2017)
A Recurrent Latent Variable Model for Sequential Data (NIPS 2015)
Recurrent NN
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting (NIPS 2015)
attention
slot filling
intent detection
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling