| Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction | Oct 24, 2024 | Representation LearningSentence | CodeCode Available | 1 | 5 |
| Relational Sentence Embedding for Flexible Semantic Matching | Dec 17, 2022 | RelationSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 | 5 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 | 5 |
| English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings | Nov 11, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 | 5 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 | 5 |
| Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence | May 4, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| FinEAS: Financial Embedding Analysis of Sentiment | Oct 31, 2021 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| IESTAC: English-Italian Parallel Corpus for End-to-End Speech-to-Text Machine Translation | Nov 1, 2020 | Dynamic Time WarpingMachine Translation | CodeCode Available | 1 | 5 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | 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 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 | 5 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 | 5 |
| Characterising the Creative Process in Humans and Large Language Models | May 1, 2024 | SentenceSentence Embeddings | 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 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | 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 |
| Improving Contrastive Learning of Sentence Embeddings from AI Feedback | May 3, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| PAUSE: Positive and Annealed Unlabeled Sentence Embedding | Sep 7, 2021 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
