| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 | 5 |
| Fast Converging Anytime Model Counting | Dec 19, 2022 | modelSTS | CodeCode Available | 1 | 5 |
| Pixel Sentence Representation Learning | Feb 13, 2024 | Natural Language InferenceRepresentation Learning | CodeCode Available | 1 | 5 |
| TextInPlace: Indoor Visual Place Recognition in Repetitive Structures with Scene Text Spotting and Verification | Mar 9, 2025 | Robot NavigationSTS | 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 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| AMR-DA: Data Augmentation by Abstract Meaning Representation | May 1, 2022 | Abstract Meaning RepresentationData Augmentation | CodeCode Available | 1 | 5 |
| RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank | May 26, 2023 | Contrastive LearningLearning-To-Rank | CodeCode Available | 1 | 5 |
| RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression | May 30, 2022 | Deep imbalanced regressionInductive Bias | CodeCode Available | 1 | 5 |
| RAR-b: Reasoning as Retrieval Benchmark | Apr 9, 2024 | Information RetrievalRAG | CodeCode Available | 1 | 5 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| C-STS: Conditional Semantic Textual Similarity | May 24, 2023 | Information RetrievalLanguage Model Evaluation | 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 |
| Fluent Response Generation for Conversational Question Answering | May 21, 2020 | Conversational Question AnsweringData Augmentation | CodeCode Available | 1 | 5 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Sentence Representation Learning with Generative Objective rather than Contrastive Objective | Oct 16, 2022 | Representation LearningReranking | CodeCode Available | 1 | 5 |
| 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 | 5 |
| BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs | Jun 6, 2023 | Contrastive LearningSTS | CodeCode Available | 1 | 5 |
| SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation | Jun 20, 2022 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity | Apr 2, 2024 | Abstract Meaning RepresentationFact Checking | CodeCode Available | 0 | 5 |
| Enhancing Text Generation with Cooperative Training | Mar 16, 2023 | MRPCQQP | CodeCode Available | 0 | 5 |
| Correlations between Word Vector Sets | Oct 7, 2019 | Semantic Textual SimilaritySTS | CodeCode Available | 0 | 5 |
| Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity | May 14, 2024 | Contrastive LearningSTS | CodeCode Available | 0 | 5 |
| Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering | May 19, 2025 | Prompt EngineeringSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Contrastive Learning in Distilled Models | Jan 23, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 | 5 |
| Semantic similarity prediction is better than other semantic similarity measures | Sep 22, 2023 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings | Aug 28, 2024 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| Graph Component Contrastive Learning for Concept Relatedness Estimation | Jun 25, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity | Jun 14, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity | Feb 20, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 | 5 |
| Parameter-Efficient Transformer Embeddings | May 4, 2025 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Towards Flexible Evaluation for Generative Visual Question Answering | Aug 1, 2024 | DecoderGenerative Visual Question Answering | CodeCode Available | 0 | 5 |
| Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network | Feb 23, 2018 | Cloud RemovalSTS | CodeCode Available | 0 | 5 |
| Collective Human Opinions in Semantic Textual Similarity | Aug 8, 2023 | Semantic Textual SimilaritySentence | CodeCode Available | 0 | 5 |
| Model Comparison for Semantic Grouping | Apr 30, 2019 | modelSemantic Similarity | CodeCode Available | 0 | 5 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Linguistically Conditioned Semantic Textual Similarity | Jun 6, 2024 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss | Jun 8, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Learning Semantic Textual Similarity from Conversations | Apr 20, 2018 | Community Question AnsweringNatural Language Inference | CodeCode Available | 0 | 5 |
| A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets | May 6, 2022 | Person Re-IdentificationSTS | CodeCode Available | 0 | 5 |
| L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi | Nov 21, 2022 | BenchmarkingMachine Translation | CodeCode Available | 0 | 5 |
| Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity | Nov 1, 2021 | Auxiliary LearningMRPC | CodeCode Available | 0 | 5 |
| Characterizing the limits of human stability during motion: perturbative experiment validates a model-based approach for the Sit-to-Stand task | Aug 5, 2019 | STS | CodeCode Available | 0 | 5 |
| Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors | Apr 30, 2019 | Semantic Textual SimilaritySentence | CodeCode Available | 0 | 5 |
| Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Oct 1, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Sep 13, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity | Apr 5, 2017 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation | Mar 12, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
