Simple neural extractive text summarization written in Python
This repository contains implementation of a neural approach to extractive text summarization using Tensorflow.
The first implementation named "text_summarizer.py" is intended for typical medium-to-large bodies of text such as news articles and reviews. That program implements the ideas described in the paper "Extractive Text Summarization using Neural Networks"
The second implementation named "tweet_summarizer.py" is intended for short texts such as Tweets and other social media posts. That program implements the ideas described in the paper "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification"
(Requires Tensorflow)