{"total":13,"rows":[{"id":"2210.07688","title":"Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training","created":"2022-10-14","cited_by_count":72,"area":"mllm"},{"id":"2410.03577","title":"Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models","created":"2024-10-04","cited_by_count":72,"area":"mllm"},{"id":"2312.01701","title":"Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites","created":"2023-12-04","cited_by_count":61,"area":"mllm"},{"id":"2405.08603","title":"A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine","created":"2024-05-14","cited_by_count":45,"area":"mllm"},{"id":"2505.16652","title":"Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding","created":"2025-05-22","cited_by_count":43,"area":"mllm"},{"id":"2310.01779","title":"HallE-Control: Controlling Object Hallucination in Large Multimodal Models","created":"2023-10-03","cited_by_count":32,"area":"mllm"},{"id":"2407.02730","title":"MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context","created":"2024-07-03","cited_by_count":20,"area":"mllm"},{"id":"2502.17297","title":"Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts","created":"2025-02-24","cited_by_count":12,"area":"mllm"},{"id":"2401.03149","title":"CaMML: Context-Aware Multimodal Learner for Large Models","created":"2024-01-06","cited_by_count":6,"area":"mllm"},{"id":"2401.09861","title":"Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models","created":"2024-01-18","cited_by_count":2,"area":"mllm"},{"id":"2601.16397","title":"From Attribution to Abstention: Training-Free Attention-Based Auditing for Clinical Summarization","created":"2026-01-23","cited_by_count":1,"area":"mllm"},{"id":"2411.03827","title":"DesignMinds: Enhancing Video-Based Design Ideation with Vision-Language Model and Context-Injected Large Language Model","created":"2024-11-06","cited_by_count":0,"area":"mllm"},{"id":"2609.08188","title":"Bridging the Semantic-Utility Gap in Multimodal RAG via Generator-in-the-Loop Alignment","created":"2026-09-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}