作者位次 #2/5ACL 2026Findings· Findings of ACL
Tree-of-Evidence: Efficient "System 2" Search for Faithful Multimodal Grounding
Micky C. Nnamdi · Benoit Louis Marteau · Yishan Zhong · J. Ben Tamo · May Dongmei Wang
摘要
Large Multimodal Models (LMMs) achieve state-of-the-art performance in high-stakes domains like healthcare, yet their reasoning remains opaque. Attention- and saliency-based methods often fail to faithfully represent the model’s decision process, particularly when integrating heterogeneous modali...