MPI

This repo contains the implementation of "Multi-Perspective Interactive Model for Chinese Sentence Semantic Matching" in Keras & Tensorflow.

Usage for python code

0. Requirement

python 3.6
numpy==1.16.4
pandas==0.22.0
tensorboard==1.12.0
tensorflow-gpu==1.12.0
keras==2.2.4
gensim==3.0.0

1.Data preparation

The dataset is LCQMC.
"LCQMC: A Large-scale Chinese Question Matching Corpus", https://www.aclweb.org/anthology/C18-1166/.

2. Start the process

python train.py

Reference

If you find our source useful, please consider citing our work.
Baoshuo Kan, Wenpeng Lu, Fangfang Li, Hao Wu, Pengyu Zhao, and Xu Zhang. Multi-Perspective Interactive Model for Chinese Sentence Semantic Matching