| Large Concept Models: Language Modeling in a Sentence Representation Space | Dec 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 7 |
| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| Bridging Language and Items for Retrieval and Recommendation | Mar 6, 2024 | RetrievalSentence | CodeCode Available | 3 |
| Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models | Feb 19, 2025 | Contrastive LearningSentence | CodeCode Available | 2 |
| RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder | May 24, 2022 | DecoderInformation Retrieval | CodeCode Available | 2 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| SONAR: Sentence-Level Multimodal and Language-Agnostic Representations | Aug 22, 2023 | DecoderMachine Translation | CodeCode Available | 2 |
| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
