DOUBT: Decoupled Object-level Understanding and Bridging via vMF-based Trustworthiness for Hallucination Detection in MLLMs

ICMLOral2026

Authors: Kaiqi Chen, Yang Qin, Changhao He, Xi Peng, Peng Hu
Venue: ICML 2026
Track: Oral

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hallucination llm

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