| 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 |
| SONAR: Sentence-Level Multimodal and Language-Agnostic Representations | Aug 22, 2023 | DecoderMachine Translation | 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 |
| Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models | Feb 19, 2025 | Contrastive LearningSentence | CodeCode Available | 2 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Dual-Alignment Pre-training for Cross-lingual Sentence Embedding | May 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 |
| Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books | Jun 22, 2015 | DescriptiveDiversity | CodeCode Available | 1 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| ComStreamClust: a communicative multi-agent approach to text clustering in streaming data | Oct 11, 2020 | ClusteringSemantic Similarity | CodeCode Available | 1 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 |
| CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research | Nov 2, 2024 | Line DetectionSemantic Similarity | CodeCode Available | 1 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 |
| C2SLR: Consistency-Enhanced Continuous Sign Language Recognition | Jan 1, 2022 | SentenceSentence Embedding | 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 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
