Table of Contents

Sentence Embeddings
- Pre-trained Sentence Embeddings
- Software

Sentence Embeddings

Pre-trained Sentence Embeddings

SkipThought
FastSent
InferSent: Conneau et al 2017 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Reimers & Gurevych et al 2019 - Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Trained on NLI data (SNLI and Multi-Genre NLI datasets)
SimCSE: Gao et al 2021 - SimCSE: Simple Contrastive Learning of Sentence Embeddings

Software

Sentence Transformers (PyTorch)