From Selection to Generation: A Survey of LLM-based Active Learning
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian McAuley. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Yue Zhao (ORCID: https://orcid.org/0009-0009-6533-6465)
- Zhouhang Xie (ORCID: https://orcid.org/0009-0004-6712-0063)
- Seunghyun Yoon (ORCID: https://orcid.org/0000-0001-6264-976X)
- Ruiyi Zhang (ORCID: https://orcid.org/0000-0002-7962-8620)
- Jiuxiang Gu (ORCID: https://orcid.org/0000-0002-3437-5084)
- Ryan A. Rossi (ORCID: https://orcid.org/0000-0001-9758-0635)
- Nedim Lipka (ORCID: https://orcid.org/0000-0002-3779-7784)
- Julian McAuley (ORCID: https://orcid.org/0000-0003-0955-7588)
- Thien Huu Nguyen (ORCID: https://orcid.org/0000-0003-3768-4736)
- Zhengmian Hu
- Franck Dernoncourt (ORCID: https://orcid.org/0000-0002-1119-1346)
- Hongjie Chen (ORCID: https://orcid.org/0009-0001-4607-9629)
- Yu Wang (ORCID: https://orcid.org/0000-0002-0635-4104)
- Joe Barrow
- Koyel Mukherjee (ORCID: https://orcid.org/0000-0002-7240-1917)
- Hanjia Lyu (ORCID: https://orcid.org/0000-0002-3876-0094)
- Puneet Mathur (ORCID: https://orcid.org/0000-0002-8458-1476)
- Jiebo Luo (ORCID: https://orcid.org/0000-0002-4516-9729)
- Ryan Aponte (ORCID: https://orcid.org/0000-0002-5130-3752)
- Subhojyoti Mukherjee (ORCID: https://orcid.org/0000-0003-0537-7184)
- Nesreen K. Ahmed (ORCID: https://orcid.org/0000-0002-7913-4962)
- Namyong Park (ORCID: https://orcid.org/0000-0002-3344-2361)
- Ting-Hao Huang (ORCID: https://orcid.org/0000-0001-7021-4627)
- Hanieh Deilamsalehy
- Saheb Pal (ORCID: https://orcid.org/0000-0003-1867-2473)
- Zhehao Zhang
- Xintong Li (ORCID: https://orcid.org/0000-0003-0873-8723)
- Tong Yu (ORCID: https://orcid.org/0000-0001-6588-3463)
- Xiang Chen (ORCID: https://orcid.org/0000-0002-8966-8159)
- Junda Wu
- Sungchul Kim (ORCID: https://orcid.org/0000-0003-3580-5290)
- Yu Xia (ORCID: https://orcid.org/0000-0002-0305-355X)
- Zichao Wang (ORCID: https://orcid.org/0000-0001-8346-7033)
- Branislav Kveton
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.708
- Citations
- 4
- Primary Topic
- Open Education and E-Learning
- Type
- article
- Field-Weighted Citation Impact
- 6.77