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Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations

Year: 2026

Type: conference-paper

Abstract: Haitong Luo, Fali Wang, Weiyao Zhang, Xianren Zhang, Zhiwei Zhang, Tianxiang Zhao, Minhua Lin, Jiahao Zhang, Hui Liu, Xianfeng Tang, Qi He, Suhang Wang, Xuying Meng, Yujun Zhang. Findings of the Association for Computational Linguistics: ACL 2026. 2026.

Source: Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

DOI: 10.18653/v1/2026.findings-acl.945

Authors: Haitong Luo, Fali Wang, Weiyao Zhang, Xianren Zhang, Zhiwei Zhang, Tianxiang Zhao, Minhua Lin, Jiahao Zhang, Hui Liu, Xianfeng Tang, Qi He, Suhang Wang, Xuying Meng, Yujun Zhang

Institutions: Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences, Pennsylvania State University, The Hong Kong University of Science and Technology (Guangzhou), Microsoft (United States), Purple Mountain Laboratories

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Natural Science Foundation of China, Government of Jiangsu Province, Institute of Computing Technology, Chinese Academy of Sciences

Awards: G2915016253, G535981583, G6758797065, G7399377100, G8191917440

OpenAlex ID: W7166846898

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