Pytorch implementation of Bilateral Multi-Perspective Matching [1] using in Quora Question Duplicate Pairs Competition. You can find the original tensorflow implementation from here.
models/model.py - model graph.
models/MultiPerspective.py - multi perspective matching layer.
train_bimpm_gpu.py - train and test BiMPM model.
If you find any bugs, please create an issue, thanks.
- python 3.6
- pytorch 2.0
- numpy 1.12.1
- pandas 0.19.2
- nltk 3.2.2
- gensim 1.0.1
- argparse
[1] Zhiguo Wang, Wael Hamza and Radu Florian. "Bilateral Multi-Perspective Matching for Natural Language Sentences."