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--- nlp:sentence_embeddings [2021/03/10 19:58] – jmflanig
+++ nlp:sentence_embeddings [2023/06/15 07:36] (current) – external edit 127.0.0.1
@@ Line 1: / Line 1: @@
 ====== Sentence Embeddings ======
-===== Papers =====
-  * InferSent: [[https://arxiv.org/pdf/1705.02364.pdf|Conneau et al 2017 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data]]
 ===== 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)