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#Survey

Research

A Survey of Data Attribution: Methods, Applications, and Evaluation in the Era of Generative AI

Junwei Deng,

Yuzheng Hu,

Pingbang Hu,

Ting-Wei Li,

Shixuan Liu,

Jiachen T Wang,

Dan Ley,

Qirun Dai,

Benhao Huang,

Jin Huang,

Cathy Jiao,

Hoang Anh Just,

Yijun Pan,

Jingyan Shen,

Yiwen Tu,

Weiyi Wang,

Xinhe Wang,

Shichang Zhang,

Shiyuan Zhang,

Ruoxi Jia,

Himabindu Lakkaraju,

Hao Peng,

Weijing Tang,

Chenyan Xiong,

Jieyu Zhao,

Hanghang Tong,

Han Zhao,

Jiaqi W Ma

Sep 6th 2025

#Data Attribution

#Data-centric AI

A comprehensive survey on data attribution methods, applications, and evaluation protocols that address how training data influences the behaviors of generative AI systems.