| Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs | Jun 11, 2025 | HallucinationObject Hallucination | CodeCode Available | 1 |
| SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding | Jun 10, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 |
| RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being | Jun 10, 2025 | HallucinationInstruction Following | —Unverified | 0 |
| MedChat: A Multi-Agent Framework for Multimodal Diagnosis with Large Language Models | Jun 9, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models | Jun 9, 2025 | Hallucination | —Unverified | 0 |
| MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs | Jun 9, 2025 | HallucinationModel Editing | —Unverified | 0 |
| Conservative Bias in Large Language Models: Measuring Relation Predictions | Jun 9, 2025 | HallucinationRelation | —Unverified | 0 |
| ARGUS: Hallucination and Omission Evaluation in Video-LLMs | Jun 9, 2025 | DescriptiveForm | —Unverified | 0 |
| Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning | Jun 8, 2025 | AttributeHallucination | —Unverified | 0 |
| Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding | Jun 8, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
