作者位次 #3/7ACL 2026Findings· Findings of ACL
From Query to Logic: Ontology-Driven Multi-Hop Reasoning in LLM s
Haonan Bian · Yutao Qi · Rui Yang · Yuanxi Che · Jiaqian Wang · Heming Xia · Ranran Zhen
摘要
Large Language Models (LLMs), despite their success in question answering, exhibit limitations in complex multi-hop question answering (MQA) tasks that necessitate non-linear, structured reasoning. This limitation stems from their inability to adequately capture deep conceptual relationships betw...