| Can Your Uncertainty Scores Detect Hallucinated Entity? | Feb 17, 2025 | HallucinationSentence | —Unverified | 0 |
| Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation | Feb 16, 2025 | HallucinationKnowledge Distillation | —Unverified | 0 |
| Valuable Hallucinations: Realizable Non-realistic Propositions | Feb 16, 2025 | Hallucination | —Unverified | 0 |
| A Survey of LLM-based Agents in Medicine: How far are we from Baymax? | Feb 16, 2025 | HallucinationSurvey | —Unverified | 0 |
| Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables | Feb 13, 2025 | Active LearningHallucination | —Unverified | 0 |
| Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning | Feb 11, 2025 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| DeepSeek on a Trip: Inducing Targeted Visual Hallucinations via Representation Vulnerabilities | Feb 11, 2025 | HallucinationSSIM | —Unverified | 0 |
| Hallucination, Monofacts, and Miscalibration: An Empirical Investigation | Feb 11, 2025 | DecoderHallucination | CodeCode Available | 0 |
| Refine Knowledge of Large Language Models via Adaptive Contrastive Learning | Feb 11, 2025 | Contrastive LearningHallucination | —Unverified | 0 |
| Hallucination Detection: A Probabilistic Framework Using Embeddings Distance Analysis | Feb 10, 2025 | Hallucination | —Unverified | 0 |
