Install first

pip3 install -e .

Training

python3 training/unsupervised_tuning.py
python3 training/supervised_tuning.py
python3 training/multilingual_tuning.py

The multilingual NLI corpus can be downloaded from here (https://drive.google.com/file/d/19O2NArJz_RlVNNGRbBnnWxNMW-7HaFZ8/view?usp=sharing)

pretrained Model

Our pretrained model can be downloaded from here (https://drive.google.com/drive/folders/1fURXl4fGTGJ55PQF_Gr4Wr8ds2Qwa7U5?usp=sharing)

Acknowledgements

Codes are adapted from the repos of the EMNLP19 paper Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks