| 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 |
| Pixel Sentence Representation Learning | Feb 13, 2024 | Natural Language InferenceRepresentation Learning | CodeCode Available | 1 |
| SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity | Jan 30, 2024 | Semantic Textual SimilaritySTS | —Unverified | 0 |
| DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning | Jan 24, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Contrastive Learning in Distilled Models | Jan 23, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
| 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 |
