| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| MTEB: Massive Text Embedding Benchmark | Oct 13, 2022 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| FinMTEB: Finance Massive Text Embedding Benchmark | Feb 16, 2025 | ArticlesSemantic Textual Similarity | CodeCode Available | 2 |
| Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning | Aug 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Manipulating Large Language Models to Increase Product Visibility | Apr 11, 2024 | STS | CodeCode Available | 2 |
| BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings | Nov 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| AnglE-optimized Text Embeddings | Sep 22, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| SimCSE: Simple Contrastive Learning of Sentence Embeddings | Apr 18, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| TextInPlace: Indoor Visual Place Recognition in Repetitive Structures with Scene Text Spotting and Verification | Mar 9, 2025 | Robot NavigationSTS | CodeCode Available | 1 |
| RAR-b: Reasoning as Retrieval Benchmark | Apr 9, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Meta-Task Prompting Elicits Embeddings from Large Language Models | Feb 28, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| Pixel Sentence Representation Learning | Feb 13, 2024 | Natural Language InferenceRepresentation Learning | CodeCode Available | 1 |
| DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning | Jan 24, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Multimodal and Force-Matched Imitation Learning with a See-Through Visuotactile Sensor | Nov 2, 2023 | Imitation LearningSTS | CodeCode Available | 1 |
| An Attribution Method for Siamese Encoders | Oct 9, 2023 | SentenceSTS | CodeCode Available | 1 |
| Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech Translation | Aug 3, 2023 | DecoderQuantization | CodeCode Available | 1 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs | Jun 6, 2023 | Contrastive LearningSTS | CodeCode Available | 1 |
| Whitening-based Contrastive Learning of Sentence Embeddings | May 28, 2023 | Contrastive LearningDiversity | CodeCode Available | 1 |
| RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank | May 26, 2023 | Contrastive LearningLearning-To-Rank | CodeCode Available | 1 |
| C-STS: Conditional Semantic Textual Similarity | May 24, 2023 | Information RetrievalLanguage Model Evaluation | CodeCode Available | 1 |
| Clustering-Aware Negative Sampling for Unsupervised Sentence Representation | May 17, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
