zombie-einstein / attention_network

Hierachical attention network for text classification/sentiment analysis

Hierarchical Attention Network

Attention network for text data, combining word and sentence level attention.

Network structure adapted from https://github.com/richliao/textClassifier

Also has the ability to extract attention features:

Structure

• usage.ipynb: Usage example, also with plotting utilities
• attention_layer.py: Attention layer module for Keras
• heirachical_attention_network.py: Network module

Requirements

• Glove embeddings
• Tensorflow 2.0