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| Pairwise Supervised Contrastive Learning of Sentence Representations | Sep 12, 2021 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| Smoothed Contrastive Learning for Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningSentence | CodeCode Available | 1 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| 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 |
| Parameter-Efficient Transformer Embeddings | May 4, 2025 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Global Stress Generation and Spatiotemporal Super-Resolution Physics-Informed Operator under Dynamic Loading for Two-Phase Random Materials | Apr 26, 2025 | STSSuper-Resolution | —Unverified | 0 |
| Mapping Controversies Using Artificial Intelligence: An Analysis of the Hamas-Israel Conflict on YouTube | Apr 16, 2025 | STS | —Unverified | 0 |
| On the (im)possibility of sustainable artificial intelligence. Why it does not make sense to move faster when heading the wrong way | Mar 22, 2025 | STS | —Unverified | 0 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation | Mar 12, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models | Mar 7, 2025 | FairnessSemantic Textual Similarity | —Unverified | 0 |
| PropNet: a White-Box and Human-Like Network for Sentence Representation | Feb 15, 2025 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Non-Interchangeability between Heart Rate Variability and Pulse Rate Variability During Supine-to-Stand Tests | Feb 11, 2025 | Heart Rate VariabilitySTS | —Unverified | 0 |
| 2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings | Jan 23, 2025 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs | Dec 16, 2024 | Prompt EngineeringSemantic Textual Similarity | —Unverified | 0 |
| Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE) | Dec 5, 2024 | Computational EfficiencyQuestion Similarity | —Unverified | 0 |
| Fast, Precise Thompson Sampling for Bayesian Optimization | Nov 26, 2024 | Bayesian OptimizationSTS | CodeCode Available | 0 |
| 2D Matryoshka Training for Information Retrieval | Nov 26, 2024 | Information RetrievalRetrieval | CodeCode Available | 0 |
| mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect | Nov 22, 2024 | Pose EstimationPrivacy Preserving | —Unverified | 0 |
| BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques | Nov 22, 2024 | Hate Speech DetectionKnowledge Distillation | —Unverified | 0 |
| From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios | Nov 7, 2024 | Domain AdaptationMotor Imagery | —Unverified | 0 |
| GASE: Generatively Augmented Sentence Encoding | Nov 7, 2024 | Data AugmentationSemantic Textual Similarity | —Unverified | 0 |
| Deep Trees for (Un)structured Data: Tractability, Performance, and Interpretability | Oct 28, 2024 | STS | —Unverified | 0 |
| Neural association between musical features and shared emotional perception while movie-watching: fMRI study | Oct 22, 2024 | DiagnosticSTS | —Unverified | 0 |
| Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging | Oct 19, 2024 | modelSemantic Textual Similarity | —Unverified | 0 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| Towards Building Efficient Sentence BERT Models using Layer Pruning | Sep 21, 2024 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning | Sep 19, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Distilling Monolingual and Crosslingual Word-in-Context Representations | Sep 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |