{"total":19,"rows":[{"id":"2405.15973","title":"Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement","created":"2024-05-24","cited_by_count":74,"area":"lr"},{"id":"2410.15926","title":"Mitigating Object Hallucination via Concentric Causal Attention","created":"2024-10-21","cited_by_count":49,"area":"lr"},{"id":"2504.00640","title":"POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation","created":"2025-04-01","cited_by_count":22,"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":"2502.12359","title":"LanP: Rethinking the Impact of Language Priors in Large Vision-Language Models","created":"2025-02-17","cited_by_count":14,"area":"lr"},{"id":"2508.10264","title":"MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs","created":"2025-08-14","cited_by_count":9,"area":"lr"},{"id":"2508.02419","title":"Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens","created":"2025-08-04","cited_by_count":8,"area":"lr"},{"id":"2410.23114","title":"Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models","created":"2024-10-30","cited_by_count":7,"area":"lr"},{"id":"2604.01840","title":"Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models","created":"2026-04-02","cited_by_count":7,"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":"2505.16832","title":"From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization","created":"2025-05-22","cited_by_count":5,"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":"2505.19100","title":"ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning","created":"2025-05-25","cited_by_count":2,"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":"2509.00371","title":"Two Causes, Not One: Rethinking Omission and Fabrication Hallucinations in MLLMs","created":"2025-08-30","cited_by_count":0,"area":"lr"},{"id":"2607.25196","title":"Rethinking CD: A Reproducibility Study and Extension on the Ineffectiveness of Contrastive Decoding at Mitigating Object Hallucinations in MLLMs","created":"2026-07-28","cited_by_count":0,"area":"lr"},{"id":"2608.09344","title":"Beyond Global Editing: Per-Instance Disentangled Subspaces for Training-Free Hallucination Mitigation in LVLMs","created":"2026-08-10","cited_by_count":0,"area":"lr"},{"id":"2609.16601","title":"SAVOR: Self-Aware Visual Grounding via Confidence-Calibrated Reinforcement Learning for Multimodal Hallucination Mitigation","created":"2026-09-15","cited_by_count":0,"area":"lr"}],"next_cursor":null}