作者位次 #3/6ICML 2026Poster
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
Yueqi Song · Tianyue Ou · Yibo Kong · Zecheng Li · Graham Neubig · Xiang Yue
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Yueqi Song · Tianyue Ou · Yibo Kong · Zecheng Li · Graham Neubig · Xiang Yue
Jingjie Ning · João Coelho · Yibo Kong · Yunfan Long · Bruno Martins · João Magalhães · Jamie Callan · Chenyan Xiong
LLM-powered search agents are increasingly being used for multi-step information seeking tasks, yet the IR community lacks empirical understanding of how agentic search sessions unfold and how retrieved evidence is reflected in later queries. This paper presents a large-scale log analysis of agen...