A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
☆315Oct 18, 2023Updated 3 years ago
Alternatives and similar repositories for Awesome-Sentence-Embedding
Users that are interested in Awesome-Sentence-Embedding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆105May 30, 2023Updated 3 years ago
- Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)☆49Mar 12, 2024Updated 2 years ago
- code for promptCSE, emnlp 2022☆11Apr 10, 2023Updated 3 years ago
- ☆35May 18, 2023Updated 3 years ago
- ☆13May 11, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆297Jul 12, 2026Updated 3 months ago
- SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples☆76Sep 18, 2022Updated 4 years ago
- [NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings☆21Jan 30, 2023Updated 3 years ago
- Code for AAAI 2022 paper Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives☆23Jun 14, 2022Updated 4 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,658Updated this week
- [AAAI 2024] DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning☆15Apr 29, 2024Updated 2 years ago
- [Findings of ACL'2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback☆40Aug 14, 2023Updated 3 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆341Nov 22, 2023Updated 2 years ago
- ☆79Jul 11, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆133Jul 2, 2026Updated 4 months ago
- Data for DialogLM☆10Jan 6, 2022Updated 4 years ago
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆12Jul 27, 2023Updated 3 years ago
- ☆57Jun 3, 2023Updated 3 years ago
- [EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536☆40Nov 1, 2022Updated 4 years ago
- Paper List for Contrastive Learning for Natural Language Processing☆574Apr 27, 2023Updated 3 years ago
- NAACL 2022: MCSE: Multimodal Contrastive Learning of Sentence Embeddings☆58Jun 10, 2024Updated 2 years ago
- [EACL'23] MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages☆22Feb 13, 2023Updated 3 years ago
- ☆220Dec 7, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 中文数据集下SimCSE+ESimCSE的实现☆190May 21, 2022Updated 4 years ago
- [EMNLP 2022] Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning☆136Nov 17, 2023Updated 2 years ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆677Oct 25, 2026Updated last week
- Paper List for In-context Learning 🌷☆874Oct 8, 2024Updated 2 years ago
- NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE☆177Dec 29, 2021Updated 4 years ago
- unified embedding model☆873Sep 1, 2023Updated 3 years ago
- experiments of some semantic matching models and comparison of experimental results.☆161Oct 27, 2025Updated last year
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆94Jun 8, 2022Updated 4 years ago
- Open Language Pre-trained Model Zoo☆1,002Nov 18, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Scaling Sentence Embeddings with Large Language Models☆109Mar 22, 2024Updated 2 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆25Dec 15, 2021Updated 4 years ago
- [NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation☆476Mar 7, 2024Updated 2 years ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,327Jul 17, 2023Updated 3 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆67Nov 26, 2021Updated 4 years ago
- Awesome papers on Language-Model-as-a-Service (LMaaS)☆545May 14, 2024Updated 2 years ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆540Mar 24, 2022Updated 4 years ago