Keras implementation of Bilateral Multi-Perspective Matching [1] using in Quora Question Duplicate Pairs Competition. You can find the original tensorflow implementation from here.
models/bimpm.py - model graph.
models/multi_perspective.py - multi perspective matching layer.
models/layers.py - other layers, word embedding layers, context layer, etc.
train_model.py - train and test BiMPM model.
config.py - hyper-parameters.
If you find any bugs, please create an issue, thanks.
- python 2.7
- tensorflow 1.1.0
- keras 2.0.3
- numpy 1.12.1
- pandas 0.19.2
- nltk 3.2.2
- gensim 1.0.1
[1] Zhiguo Wang, Wael Hamza and Radu Florian. "Bilateral Multi-Perspective Matching for Natural Language Sentences."