More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
Xiaoqing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Jian Luan, Shuo Shang, Xiuying Chen, Rui Yan. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Yuhan Liu (ORCID: https://orcid.org/0009-0002-7812-1622)
- Jian Luan (ORCID: https://orcid.org/0000-0002-2383-226X)
- Flood Sung
- Xiaoqing Zhang (ORCID: https://orcid.org/0009-0009-7733-2699)
- Wei Liu (ORCID: https://orcid.org/0000-0002-3187-4507)
- Rui Yan (ORCID: https://orcid.org/0000-0001-8007-5405)
- Shuo Shang (ORCID: https://orcid.org/0000-0002-1117-2890)
- Ang Lv (ORCID: https://orcid.org/0000-0002-8027-2270)
- Xiuying Chen
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.1475
- Citations
- 1
- Primary Topic
- Domain Adaptation and Few-Shot Learning
- Type
- article
- Field-Weighted Citation Impact
- 2.48
Funders
- Renmin University of China
- Moonshot Research and Development Program