Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training.

Yuanyi Xu, Xiangru Zhu, Sihang Jiang, Zhixu Li, Bei Yang, Xiaoxiao Xu, Yanghua Xiao, Wei Wang

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