From Selection to Generation: A Survey of LLM-based Active Learning

Yu Xia, Julian McAuley(University of California San Diego), Seunghyun Yoon(Gwangju Institute of Science and Technology), Ruiyi Zhang, Jiuxiang Gu, Ryan A. Rossi(Adobe Systems (United States)), Nedim Lipka(Adobe Systems (United States)), Thien Huu Nguyen(University of Oregon), Zhengmian Hu, Franck Dernoncourt(Adobe Systems (United States)), Hongjie Chen, Yu Wang, Joe Barrow, Koyel Mukherjee, Hanjia Lyu(University of Rochester), Puneet Mathur, Jiebo Luo(University of Rochester), Ryan Aponte, Subhojyoti Mukherjee, Nesreen K. Ahmed(Intel (United States)), Namyong Park(Carnegie Mellon University), Ting-Hao Huang(Pennsylvania State University), Hanieh Deilamsalehy, Saheb Pal, Zhehao Zhang, Xintong Li, Tong Yu, Xiang Chen, Junda Wu, Sungchul Kim(Adobe Systems (United States)), Zichao Wang, Yue Zhao(Tulane University), Branislav Kveton, Zhouhang Xie
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January 1, 2025
Cited by 9


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