PromptBERT: Improving BERT Sentence Embeddings with Prompts

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.

Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"

Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)

ACL 2022: Just Rank: Rethinking Evaluation with Word and Sentence Similarities

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint