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| Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation | Mar 12, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs | Mar 7, 2025 | ClusteringHallucination | —Unverified | 0 |
| Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity | Feb 20, 2025 | GPULanguage Modeling | CodeCode Available | 0 |
| Complex Ontology Matching with Large Language Model Embeddings | Feb 19, 2025 | Graph MatchingLanguage Modeling | —Unverified | 0 |
| SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models | Feb 5, 2025 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks | Jan 27, 2025 | Data AugmentationPseudo Label | —Unverified | 0 |
| 2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings | Jan 23, 2025 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback | Jan 23, 2025 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression | Jan 21, 2025 | SentenceSentence Embeddings | —Unverified | 0 |