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.