| OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment | Mar 3, 2025 | Anomaly LocalizationClassification | CodeCode Available | 0 |
| Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution | Mar 3, 2025 | counterfactualDomain Adaptation | —Unverified | 0 |
| Sentence-level Reward Model can Generalize Better for Aligning LLM from Human Preference | Mar 1, 2025 | Sentence | —Unverified | 0 |
| Autoencoder-Based Framework to Capture Vocabulary Quality in NLP | Feb 28, 2025 | DiversitySentence | —Unverified | 0 |
| The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research | Feb 27, 2025 | Sentence | —Unverified | 0 |
| Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models | Feb 27, 2025 | counterfactualLanguage Modeling | —Unverified | 0 |
| Revisiting Word Embeddings in the LLM Era | Feb 26, 2025 | DecoderSentence | —Unverified | 0 |
| A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition | Feb 25, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory Texts | Feb 24, 2025 | Answer GenerationInformation Retrieval | CodeCode Available | 0 |
| Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing | Feb 24, 2025 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| Dependency Parsing with the Structuralized Prompt Template | Feb 24, 2025 | Dependency ParsingSentence | —Unverified | 0 |
| LongAttn: Selecting Long-context Training Data via Token-level Attention | Feb 24, 2025 | Sentence | CodeCode Available | 1 |
| Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences | Feb 24, 2025 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis | Feb 23, 2025 | SentenceSentence Embedding | CodeCode Available | 1 |
| DISC: DISC: Dynamic Decomposition Improves LLM Inference Scaling | Feb 23, 2025 | Computational EfficiencyMath | —Unverified | 0 |
| OrderSum: Semantic Sentence Ordering for Extractive Summarization | Feb 22, 2025 | Extractive SummarizationSentence | CodeCode Available | 0 |
| Single-pass Detection of Jailbreaking Input in Large Language Models | Feb 21, 2025 | Sentence | —Unverified | 0 |
| Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts | Feb 21, 2025 | Contrastive LearningDecision Making | —Unverified | 0 |
| Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity | Feb 20, 2025 | Cloud ComputingDistributed Computing | —Unverified | 0 |
| Sentence Smith: Formally Controllable Text Transformation and its Application to Evaluation of Text Embedding Models | Feb 20, 2025 | BenchmarkingSentence | —Unverified | 0 |
| Entity Framing and Role Portrayal in the News | Feb 20, 2025 | ArticlesSentence | —Unverified | 0 |
| Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity | Feb 20, 2025 | GPULanguage Modeling | CodeCode Available | 0 |
| Optimal word order for non-causal text generation with Large Language Models: the Spanish case | Feb 20, 2025 | DecoderSentence | —Unverified | 0 |
| Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering | Feb 20, 2025 | Answer GenerationMulti-hop Question Answering | —Unverified | 0 |
| Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models | Feb 19, 2025 | Contrastive LearningSentence | CodeCode Available | 2 |