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Yang Li

ACL 2026×2评测与基准推理智能体与工具对齐与偏好多模态
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0 一作 · 2 篇 · ACL 2026

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2026 顶会论文

2
作者位次 #3/7ACL 2026Findings· Findings of ACL

Do LLM s Catch Their Own Mistakes? A Comprehensive Benchmark for Reflective Tool Use LLM s

Zheyuan Liu · Liqiang Xiao · Yang Li · Hyokun Yun · Lihong Li · Chao Zhang · Meng Jiang

摘要

Large language models (LLMs) increasingly rely on external tools to complete complex tasks, yet their ability to recognize and correct their own tool-use mistakes remains underexplored. Existing benchmarks primarily evaluate planning and execution success, overlooking the self-reflective dimensio...

推理评测与基准智能体与工具OpenReview 项目页
作者位次 #12/16ACL 2026Findings· Findings of ACL

S ession I ntent B ench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E -commerce Customer Behavior Understanding

Yuqi Yang · Weiqi Wang · Baixuan Xu · Wei Fan · Qing Zong · Chunkit Chan · Zheye Deng · Xin Liu · Yifan Gao · Changlong Yu · Chen Luo · Yang Li · Zheng Li · Qingyu Yin · Bing Yin · Yangqiu Song

摘要

Session history is a common way of recording user interacting behaviors throughout a browsing activity with multiple products. For example, if an user clicks a product webpage and then leaves, it might because there are certain features that don’t satisfy the user, which serve as an important ind...

评测与基准对齐与偏好多模态OpenReview 项目页

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