Attention-Based Summarization

Tensorflow implementation of A Neural Attention Model for Abstractive Summarization. The original code of author can be found here.

Prerequisites

• Python 2.7 or Python 3.3+
• Tensorflow
• Gensim

Usage

To train a model with duc2013 dataset:

$ python main.py --dataset duc2013

To test an existing model:

$ python main.py --dataset duc2014 --forward_only True

(This is still in progress and currently have no access to summarization dataset)

References

• EMNLP 2015 slide

Author

Taehoon Kim / @carpedm20