Hierarchical Attentional Hybrid Neural Networks for Document Classification

J. Abreu , L. Fred, D. Macêdo, C. Zanchettin, "Hierarchical Attentional Hybrid Neural Networks for Document Classification", Submitted to IJCNN on 15 Jan, 2019.

Datasets:

Dataset	Classes	Documents	source
Yelp Review Polarity	5	1569264	link
IMDb Movie Review	2	50000	link

To download datasets, install the kaggle tool:

pip install kaggle

then run follow commands:

kaggle datasets download -d luisfredgs/in1164-deep-learning

kaggle datasets download -d luisfredgs/wiki-news-300d-1m-subword

put all data on input/ folder

A GPU with CUDA support is required to run this code

run python train.py

Name	Latest commit message	Commit time
Failed to load latest commit information.
input	code of paper	Jan 28, 2019
model	Update hierarchical_attention_network.py	Jan 29, 2019
saved_models
README.md	Update README.md	Feb 6, 2019
dataset.py	code of paper	Jan 28, 2019
train.py	code updates	Jan 28, 2019