esim-response-selection

  arxiv.org/pdf/1901.02609.pdf 

Requirement

1. gensim

pip install gensim

2. Tensorflow 1.9-1.12 + Python2.7

Steps

1. Download the Ubuntu dataset released by (Xu et al, 2017)

2. Unzip the dataset and put data directory into data/

3. Preprocess dataset, including concatenatate context and build vocabulary

cd data
python prepare.py

4. Train word2vec

bash run_train_word2vec.sh

5. Train and test ESIM, the log information is in log.txt file. You could find an example log file in log_example.txt.

cd scripts/esim
bash run.sh

from https://github.com/alibaba/esim-response-selection