| Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models | Jan 8, 2024 | CoLAMRPC | —Unverified | 0 |
| Unsupervised hard Negative Augmentation for contrastive learning | Jan 5, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Automated Assessment of Students' Code Comprehension using LLMs | Dec 19, 2023 | Semantic Textual SimilaritySTS | —Unverified | 0 |
| Sim-GPT: Text Similarity via GPT Annotated Data | Dec 9, 2023 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| A Distribution-Based Threshold for Determining Sentence Similarity | Nov 28, 2023 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| IEKM: A Model Incorporating External Keyword Matrices | Nov 21, 2023 | modelSemantic Similarity | —Unverified | 0 |
| L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models | Nov 11, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings | Nov 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Sparse Contrastive Learning of Sentence Embeddings | Nov 7, 2023 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Multimodal and Force-Matched Imitation Learning with a See-Through Visuotactile Sensor | Nov 2, 2023 | Imitation LearningSTS | CodeCode Available | 1 |
| Matching of Descriptive Labels to Glossary Descriptions | Oct 27, 2023 | DescriptiveSTS | —Unverified | 0 |
| On the Dimensionality of Sentence Embeddings | Oct 23, 2023 | Representation LearningSentence | —Unverified | 0 |
| Parallel Bayesian Optimization Using Satisficing Thompson Sampling for Time-Sensitive Black-Box Optimization | Oct 19, 2023 | Bayesian OptimizationSTS | —Unverified | 0 |
| HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings | Oct 15, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE | Oct 10, 2023 | Contrastive LearningSentence | CodeCode Available | 0 |
| An Attribution Method for Siamese Encoders | Oct 9, 2023 | SentenceSTS | CodeCode Available | 1 |
| Semantic similarity prediction is better than other semantic similarity measures | Sep 22, 2023 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| AnglE-optimized Text Embeddings | Sep 22, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Rethinking STS and NLI in Large Language Models | Sep 16, 2023 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective | Sep 14, 2023 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity | Sep 12, 2023 | MemorizationSemantic Similarity | —Unverified | 0 |
| Linking Symptom Inventories using Semantic Textual Similarity | Sep 8, 2023 | Decision MakingSemantic Textual Similarity | —Unverified | 0 |
| Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection | Aug 19, 2023 | feature selectionSemantic Textual Similarity | CodeCode Available | 0 |
| Collective Human Opinions in Semantic Textual Similarity | Aug 8, 2023 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |