| Semantic similarity prediction is better than other semantic similarity measures | Sep 22, 2023 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity | Jul 1, 2022 | Document ClassificationSemantic Textual Similarity | CodeCode Available | 0 |
| Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation | Mar 12, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics | Oct 5, 2022 | RetrievalSentence | CodeCode Available | 0 |
| 2D Matryoshka Training for Information Retrieval | Nov 26, 2024 | Information RetrievalRetrieval | CodeCode Available | 0 |
| Straight to Shapes++: Real-time Instance Segmentation Made More Accurate | May 27, 2019 | Autonomous DrivingData Augmentation | CodeCode Available | 0 |
| Distilling Word Meaning in Context from Pre-trained Language Models | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| Sentence Embeddings using Supervised Contrastive Learning | Jun 9, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets | May 6, 2022 | Person Re-IdentificationSTS | CodeCode Available | 0 |
| Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection | Aug 19, 2023 | feature selectionSemantic Textual Similarity | CodeCode Available | 0 |
| IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner | May 4, 2016 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Structure and randomness in planning and reinforcement learning | Jan 1, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Parameter-Efficient Transformer Embeddings | May 4, 2025 | Natural Language InferenceSentence | CodeCode Available | 0 |
| UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation | Feb 20, 2024 | Machine TranslationNatural Language Understanding | CodeCode Available | 0 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Distilling Monolingual and Crosslingual Word-in-Context Representations | Sep 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity | Jun 14, 2024 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| Sentence Representations via Gaussian Embedding | May 22, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Towards Flexible Evaluation for Generative Visual Question Answering | Aug 1, 2024 | DecoderGenerative Visual Question Answering | CodeCode Available | 0 |
| Correlations between Word Vector Sets | Oct 7, 2019 | Semantic Textual SimilaritySTS | CodeCode Available | 0 |
| 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 |
| Collective Human Opinions in Semantic Textual Similarity | Aug 8, 2023 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| FFCI: A Framework for Interpretable Automatic Evaluation of Summarization | Nov 27, 2020 | Question AnsweringSemantic Textual Similarity | CodeCode Available | 0 |
| Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering | May 19, 2025 | Prompt EngineeringSemantic Textual Similarity | CodeCode Available | 0 |
| Sim-GPT: Text Similarity via GPT Annotated Data | Dec 9, 2023 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient | Feb 28, 2024 | Representation LearningSelf-Supervised Learning | CodeCode Available | 0 |
| Fast, Precise Thompson Sampling for Bayesian Optimization | Nov 26, 2024 | Bayesian OptimizationSTS | CodeCode Available | 0 |
| FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments | Jul 13, 2024 | Entity LinkingNatural Language Inference | CodeCode Available | 0 |
| Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity | Nov 1, 2021 | Auxiliary LearningMRPC | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
