facebookresearch / LASER

Language-Agnostic SEntence Representations

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Suggestion: add normalization option in the

avidale opened this issue · comments

We can provide an optional argument normalize_embeddings (like in sentence_transformers) to SentenceEncoder.encode_sentences and also its wrapper LaserEncoderPipeline.encode_sentences, which is False by default. If it is True, we L2-normalize the embeddings before returning them.

This would be convenient, because in most cases, we want normalized embeddings because they will be used for computing cosine similarity.