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nlp:sentence_embeddings [2021/03/08 08:39] jmflanignlp:sentence_embeddings [2023/06/15 07:36] (current) – external edit 127.0.0.1
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   * FastSent   * FastSent
   * InferSent: [[https://arxiv.org/pdf/1705.02364.pdf|Conneau et al 2017 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data]]   * InferSent: [[https://arxiv.org/pdf/1705.02364.pdf|Conneau et al 2017 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data]]
 +  * [[https://arxiv.org/pdf/1908.10084.pdf|Reimers & Gurevych et al 2019 - Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks]] Trained on NLI data (SNLI and Multi-Genre NLI datasets)
 +  * SimCSE: [[https://arxiv.org/pdf/2104.08821.pdf|Gao et al 2021 - SimCSE: Simple Contrastive Learning of Sentence Embeddings]]
 +
 +===== Software =====
 +  * [[https://www.sbert.net/|Sentence Transformers]] (PyTorch)
 +
  
nlp/sentence_embeddings.1615192740.txt.gz · Last modified: 2023/06/15 07:36 (external edit)

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