| Sentence Embeddings as an intermediate target in end-to-end summarisation | May 6, 2025 | SentenceSentence Embeddings | CodeCode Available | 0 |
| JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence Embeddings | May 5, 2025 | Contrastive LearningSentence | CodeCode Available | 0 |
| Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval | May 1, 2025 | Bayesian OptimizationInformation Retrieval | —Unverified | 0 |
| Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks | Apr 23, 2025 | SentenceSentence Embedding | CodeCode Available | 0 |
| Leveraging Language Models for Automated Patient Record Linkage | Apr 21, 2025 | BlockingData Integration | —Unverified | 0 |
| A Framework for Lightweight Responsible Prompting Recommendation | Mar 29, 2025 | SentenceSentence Embeddings | —Unverified | 0 |
| M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP | Mar 28, 2025 | Audio captioningAudio Classification | —Unverified | 0 |
| A Retrieval-Based Approach to Medical Procedure Matching in Romanian | Mar 26, 2025 | Medical ProcedureRetrieval | —Unverified | 0 |
| SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings | Mar 25, 2025 | scientific discoverySentence | —Unverified | 0 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| Text Compression for Efficient Language Generation | Mar 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| 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 |
| Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems | Jan 16, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Enhancing Plagiarism Detection in Marathi with a Weighted Ensemble of TF-IDF and BERT Embeddings for Low-Resource Language Processing | Jan 9, 2025 | Paraphrase IdentificationSentence | CodeCode Available | 0 |
| Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT | Jan 7, 2025 | ClassificationGenre classification | —Unverified | 0 |
| Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs | Dec 16, 2024 | Prompt EngineeringSemantic Textual Similarity | —Unverified | 0 |
| An Incremental Clustering Baseline for Event Detection on Twitter | Dec 16, 2024 | ClusteringEvent Detection | CodeCode Available | 0 |
| GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary | Dec 9, 2024 | Reverse DictionarySentence | CodeCode Available | 0 |