| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books | Jun 22, 2015 | DescriptiveDiversity | CodeCode Available | 1 | 5 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework | Oct 30, 2022 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 | 5 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research | Nov 2, 2024 | Line DetectionSemantic Similarity | CodeCode Available | 1 | 5 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 | 5 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 | 5 |
| AugCSE: Contrastive Sentence Embedding with Diverse Augmentations | Oct 20, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal | Dec 26, 2022 | DisentanglementSentence | CodeCode Available | 1 | 5 |
| Improving One-stage Visual Grounding by Recursive Sub-query Construction | Aug 3, 2020 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 | 5 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 | 5 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| C2SLR: Consistency-Enhanced Continuous Sign Language Recognition | Jan 1, 2022 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| ComStreamClust: a communicative multi-agent approach to text clustering in streaming data | Oct 11, 2020 | ClusteringSemantic Similarity | CodeCode Available | 1 | 5 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings | Nov 11, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 | 5 |
