sentence-transformers
https://github.com/ukplab/sentence-transformers
Python
Sentence Embeddings with BERT & XLNet
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- Issues
- High cosine similarity with just one word
- Getting different scores on same data
- Same model & data, similarity scores changed
- can the loss or some information during training be shown?
- model distillation
- using token_weights_sum for mean pooling
- About attentive pooling
- Training SBERT with multilingual BERT on Kaggle XNLI data
- max_seq_length
- Is there a benefit of fine tuning, rather than directly using distilbert-base-nli-mean-tokens for sentence classification ?
- Docs
- Python not yet supported