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LSTM Encoder for Natural Language Inference

Dependencies

To run it perfectly, you will need:

  • Python 2.7
  • Theano 0.8.2

Running the Script

  1. Download and preprocess
cd data
bash fetch_and_preprocess.sh
  1. Train and test model
cd scripts/enc_nli
bash train.sh

The result is in log.txt file.

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A sentence encoding-based model for natural language inference

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  • Python 99.0%
  • Shell 1.0%