A new benchmark, MMMC, triggers hallucinations in all tested multimodal models, and reinforcement learning on it reduces such hallucinations more than prompt engineering or supervised fine-tuning.
Knowledge conflicts for LLMs: A survey
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Robust Multimodal Large Language Models Against Modality Conflict
A new benchmark, MMMC, triggers hallucinations in all tested multimodal models, and reinforcement learning on it reduces such hallucinations more than prompt engineering or supervised fine-tuning.