| RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data | Aug 22, 2024 | Hallucination | CodeCode Available | 0 |
| RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback | Jan 1, 2025 | HallucinationImage Comprehension | CodeCode Available | 0 |
| MedTSS: transforming abstractive summarization of scientific articles with linguistic analysis and concept reinforcement | Jan 30, 2024 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| Genetic Approach to Mitigate Hallucination in Generative IR | Aug 25, 2024 | Answer GenerationHallucination | CodeCode Available | 0 |
| MedScore: Factuality Evaluation of Free-Form Medical Answers | May 24, 2025 | FormHallucination | CodeCode Available | 0 |
| Generating Faithful and Salient Text from Multimodal Data | Sep 6, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 0 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | CodeCode Available | 0 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback | Oct 17, 2024 | Fact VerificationHallucination | CodeCode Available | 0 |
| Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering | Nov 17, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
