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Yikai Zhang

ACL 2026×2推理社会与人本对齐与偏好智能体与工具强化学习与后训练
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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 #5/7ACL 2026Poster· Natural Language Processing

Can LLM s Learn to Map the World from Local Descriptions?

Sirui Xia · Aili Chen · Xintao Wang · Tinghui Zhu · Yikai Zhang · Jiangjie Chen · Yanghua Xiao

摘要

Recent advances in Large Language Models (LLMs) have demonstrated strong capabilities in tasks such as code generation and mathematical reasoning. However, their potential to internalize structured spatial knowledge remains underexplored. This study investigates whether LLMs, grounded in locally...

推理社会与人本对齐与偏好OpenReview 项目页
作者位次 #3/8ACL 2026Poster· Natural Language Processing

Metaphor Reasoning is Meta-reasoning

Qianyu He · Junting Lu · Yikai Zhang · Siyu Yuan · Xiaojun Meng · Jiansheng Wei · Jiaqing Liang · Yanghua Xiao

摘要

Metaphor reasoning is an essential cognitive ability that maps knowledge from familiar domains to more abstract domains. This ability functions as a meta-ability underlying many types of reasoning. However, existing work rarely investigates how metaphor reasoning affects other reasoning abilities...

智能体与工具强化学习与后训练推理OpenReview 项目页

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