We followed the idea from: : https://github.com/YichenGong/Densely-Interactive-Inference-Network and reimplemented the code in Pytorch.
To implement our code, you can follow the instructions from: https://github.com/YichenGong/Densely-Interactive-Inference-Network to set up environment and download data.
python = 3.6
pytorch = 0.2.0_4
cd DIIN/DIIN_PyTorch/pytorch/trian_snli_pytorch.py
python train_mnli_pytorch.py DIIN_pytorch demo_testing_SNLI --training_completely_on_snli