====== Sentence Embeddings ======

===== Pre-trained Sentence Embeddings =====
  * SkipThought
  * FastSent
  * 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)