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| SCD: Self-Contrastive Decorrelation for Sentence Embeddings | Mar 15, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations | Jun 5, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings | Oct 23, 2022 | Acoustic Unit DiscoveryContrastive Learning | CodeCode Available | 1 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 |
| CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought | Sep 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |