| MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM | May 30, 2025 | HallucinationMultimodal Reasoning | —Unverified | 0 | 0 |
| Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink | Jan 25, 2025 | HallucinationText Generation | —Unverified | 0 | 0 |
| Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning | Mar 15, 2024 | HallucinationInstruction Following | —Unverified | 0 | 0 |
| Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization | Jan 28, 2025 | DecoderHallucination | —Unverified | 0 | 0 |
| Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration | May 27, 2025 | HallucinationVisual Grounding | —Unverified | 0 | 0 |
| Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization | Nov 15, 2024 | HallucinationHallucination Evaluation | —Unverified | 0 | 0 |
| Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering | May 19, 2025 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Hallucination in Visual Language Models with Visual Supervision | Nov 27, 2023 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding | Sep 10, 2024 | HallucinationImage Captioning | —Unverified | 0 | 0 |
| Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval | May 10, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 | 0 |