作者位次 #3/6NeurIPS 2026Poster
MLLMs Fail to Refuse when Using Tools Agentically
Rikiya Takehi · Ryo Hachiuma · Shaona Ghosh · Dan Zhao · Frank Wang · Yusuke Hirota
智能体与工具OpenReview
首次获取该候选人的完整档案及 StartLux 评估共 20 积分;每位用户单独解锁,之后查看免费。主动刷新 20 积分。
实时查找电子邮箱,费用不超过20积分;未找到邮箱不扣费。
Rikiya Takehi · Ryo Hachiuma · Shaona Ghosh · Dan Zhao · Frank Wang · Yusuke Hirota
Yu Zhang · Peter Belcak · Shizhe Diao · Yonggan Fu · Shaona Ghosh · Morteza Mardani · Eileen Margaret Peters Long · Bei Yu · Pavlo Molchanov
Hallucination detection remains a significant challenge for large language models. Existing agentic applications rely on LLMs to self-assess the factuality of their outputs using single-step “LLM-as-a-judge” prompts. However, even when equipped with ground truth information, current LLMs still fa...