Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2026 Open access

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Authors: Miaomiao Li, Xuejiao Chen, Yang Wang, Tianhao Zhu, Weijia Zhang, Kaijie Zhu, Kam‐Fai Wong, Jindong Wang
DOI: 10.18653/v1/2026.acl-long.1408
Cited by: 6

Abstract

Miaomiao Li, Hao Chen, Yang Wang, Tingyuan Zhu, Weijia Zhang, Kaijie Zhu, Kam-Fai Wong, Jindong Wang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Advanced Data Storage Technologies Traffic Prediction and Management Techniques Distributed and Parallel Computing Systems

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
30507–30533
Publication date
1 January 2026
Language
EN