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Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

Year: 2026

Type: conference-paper

Abstract: Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.435

Authors: Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu

Institutions: University of Science and Technology of China, Shanghai Artificial Intelligence Laboratory, Renmin University of China, Shanghai Jiao Tong University, Chinese University of Hong Kong

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: Chinese Academy of Sciences, University of Science and Technology of China, Natural Science Foundation of Anhui Province

Award: G179212483

OpenAlex ID: W7166809149

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