{"total":14,"rows":[{"id":"2507.13868","title":"When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models","created":"2025-07-18","cited_by_count":11,"area":"mllm"},{"id":"2601.05201","title":"Mechanisms of Prompt-Induced Hallucination in Vision-Language Models","created":"2026-01-08","cited_by_count":5,"area":"mllm"},{"id":"2508.04017","title":"Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability","created":"2025-08-06","cited_by_count":3,"area":"mllm"},{"id":"2609.00550","title":"Same Semantics, Different Outcome: On the Modality Robustness of Multimodal LLMs under Knowledge Conflict","created":"2026-09-01","cited_by_count":2,"area":"mllm"},{"id":"2510.24804","title":"Conflict Adaptation in Vision-Language Models","created":"2025-10-28","cited_by_count":1,"area":"mllm"},{"id":"2511.13400","title":"What Color Is the Text? A Benchmark for Hallucination Induced by Image-Embedded Prompt","created":"2025-11-17","cited_by_count":1,"area":"mllm"},{"id":"2603.17541","title":"Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models","created":"2026-03-18","cited_by_count":1,"area":"mllm"},{"id":"2604.22038","title":"Source-Modality Monitoring in Vision-Language Models","created":"2026-04-23","cited_by_count":0,"area":"mllm"},{"id":"2607.03738","title":"Attending to Multimodal Generation One Token at a Time","created":"2026-07-04","cited_by_count":0,"area":"mllm"},{"id":"2607.26913","title":"Prior Directions: Why GUI Grounding Gets Locked in the Past","created":"2026-07-29","cited_by_count":0,"area":"mllm"},{"id":"2608.00035","title":"Linguistic Context Recodes Visual Representations in Vision-Language Models","created":"2026-07-21","cited_by_count":0,"area":"mllm"},{"id":"2608.17205","title":"Which Source Wins? Task-Dependent Reliance in Vision-Language Models","created":"2026-08-17","cited_by_count":0,"area":"mllm"},{"id":"2609.32489","title":"When Helpful Text Hurts: Option-Redirecting Bias in Vision-Language Models","created":"2026-09-26","cited_by_count":0,"area":"mllm"},{"id":"2610.19407","title":"Vision-Language Models Integrate Conflicting Evidence Like Biased Bayesian Observers","created":"2026-10-14","cited_by_count":0,"area":"mllm"}],"next_cursor":null}