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| Pairwise Supervised Contrastive Learning of Sentence Representations | Sep 12, 2021 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
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| Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models | Aug 19, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Bootstrapped Unsupervised Sentence Representation Learning | Aug 1, 2021 | Representation LearningSemantic Textual Similarity | CodeCode Available | 1 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT | Mar 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning Intuitive Physics with Multimodal Generative Models | Jan 12, 2021 | ObjectSTS | CodeCode Available | 1 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 |
| Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity | Sep 7, 2020 | Machine TranslationSemantic Similarity | CodeCode Available | 1 |
| Fluent Response Generation for Conversational Question Answering | May 21, 2020 | Conversational Question AnsweringData Augmentation | CodeCode Available | 1 |
| KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding | Apr 7, 2020 | Natural Language InferenceNatural Language Understanding | CodeCode Available | 1 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 |
| MedSTS: A Resource for Clinical Semantic Textual Similarity | Aug 28, 2018 | Decision MakingSemantic Similarity | CodeCode Available | 1 |
| SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation | Jul 31, 2017 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning | Jun 26, 2025 | cross-modal alignmentRepresentation Learning | —Unverified | 0 |
| Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation | Jun 25, 2025 | Machine TranslationSemantic Similarity | —Unverified | 0 |
| Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches | Jun 11, 2025 | Federated LearningMeta-Learning | —Unverified | 0 |
| GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training | May 30, 2025 | MTEB BenchmarkNatural Language Inference | —Unverified | 0 |
| Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering | May 19, 2025 | Prompt EngineeringSemantic Textual Similarity | CodeCode Available | 0 |
