IS-BERT
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yanzhangnlp
An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)
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Install first
pip3 install -e .
Training
python3 examples/training/nli/unsupervised_training_nli.py
Acknowledgements
Codes are adapted from the repos of the EMNLP19 paper Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks and the ICLR19 paper Learning Deep Representations by Mutual Information Estimation and Maximization
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An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)