xhero05 / tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

Tensorflow implementation of attention mechanism for text classification tasks.
Inspired by "Hierarchical Attention Networks for Document Classification", Zichao Yang et al. (http://www.aclweb.org/anthology/N16-1174).

Requirements

• Python 2.7
• Tensorflow >= 1.0
• Keras (IMDB dataset)

To view visualization example visit http://htmlpreview.github.io/?https://github.com/ilivans/tf-rnn-attention/blob/master/visualization.html

My bachelor's thesis on sentiment classification of Russian texts using Bi-RNN with attention mechanism: https://github.com/ilivans/attention-sentiment