{"total":17,"rows":[{"id":"2503.12799","title":"Grounded Chain-of-Thought for Multimodal Large Language Models","created":"2025-03-17","cited_by_count":59,"area":"lr"},{"id":"2503.19622","title":"Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation","created":"2025-03-25","cited_by_count":20,"area":"lr"},{"id":"2603.13366","title":"Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding","created":"2026-03-09","cited_by_count":12,"area":"lr"},{"id":"2601.04073","title":"Analyzing Reasoning Consistency in Large Multimodal Models under Cross-Modal Conflicts","created":"2026-01-07","cited_by_count":7,"area":"lr"},{"id":"2601.04897","title":"V-FAT: Benchmarking Visual Fidelity Against Text-bias","created":"2026-01-08","cited_by_count":6,"area":"lr"},{"id":"2504.08809","title":"Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models","created":"2025-04-09","cited_by_count":5,"area":"lr"},{"id":"2506.17587","title":"HalluRNN: Mitigating Hallucinations via Recurrent Cross-Layer Reasoning in Large Vision-Language Models","created":"2025-06-21","cited_by_count":4,"area":"lr"},{"id":"2602.15556","title":"Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs","created":"2026-02-17","cited_by_count":4,"area":"lr"},{"id":"2606.27596","title":"Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding","created":"2026-06-25","cited_by_count":4,"area":"lr"},{"id":"2601.07645","title":"PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs","created":"2026-01-12","cited_by_count":3,"area":"lr"},{"id":"2606.17417","title":"A Closer Look at Failure Modes in Temporal Understanding of Large Audio-Language Models","created":"2026-06-16","cited_by_count":2,"area":"lr"},{"id":"2601.05939","title":"Context-Aware Decoding for Faithful Vision-Language Generation","created":"2026-01-09","cited_by_count":1,"area":"lr"},{"id":"2603.22815","title":"Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding","created":"2026-03-24","cited_by_count":1,"area":"lr"},{"id":"2605.11559","title":"When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs","created":"2026-05-12","cited_by_count":1,"area":"lr"},{"id":"2605.17826","title":"CounterCount: A Diagnostic Framework for Counting Bias in Vision Language Models","created":"2026-05-18","cited_by_count":1,"area":"lr"},{"id":"2606.08035","title":"DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning","created":"2026-06-06","cited_by_count":1,"area":"lr"},{"id":"2607.00060","title":"Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence","created":"2026-06-30","cited_by_count":0,"area":"lr"}],"next_cursor":null}