lllfx/ABCNN

TensorFlow Implementation of ABCNN (ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs)

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

TensorFlow implementation of ABCNN, proposed by Wenpeng Yin et al.

I try best to write most elegant and effective model implementation.

Prerequisites

• Python 2.7
• TensorFlow >= 1.10

Datasets

• AS task with WikiQA
• PI task with MSRP(Microsoft Research Paraphrase)

Models

Extensions

TODOs

fix bugs

Results

TODO

Notes:

This is slightly different with origin paper, here I do not use additional LR or SVM classifier, it's not elegant at all.

Usage

python train.py

python predict.py

References

• https://github.com/galsang/ABCNN
• Origin code
• Wenpeng Yin et al.