NUSTM / DLSC

document level sentiment classification implemented by tensorflow.

Document Level Sentiment Classification Implemented by Tensorflow

1. Hierarchical Attention Networks for Document Classification

Zichao Yang, Diyi Yang and et al.

NAACL 2016 full paper

[http://www.aclweb.org/anthology/N16-1174]

2. Document Modeling with Gated Recurrent Neural Network for Sentiment Classification

Duyu Tang, Bing Qin, Ting Liu

EMNLP 2015 full paper

[http://www.aclweb.org/old_anthology/D/D15/D15-1167.pdf]

Explanation

There are four models (RNN_CNN, CNN_RNN, HNN, HAN) in model/hn_doc.py.