ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting

Rui Pan, Dylan Zhang, Hanning Zhang, Xingyuan Pan, Minrui Xu, Jipeng Zhang, Renjie Pi, Xiaoyu Wang, Tong Zhang. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.1543
Primary Topic
Advanced Data Storage Technologies
Type
article
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article

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting

Dylan Zhang, Minrui Xu, Renjie Pi, Xiaoyu Wang et al.
Advanced Data Storage Technologies
article

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting

Dylan Zhang, Minrui Xu, Renjie Pi, Xiaoyu Wang, Jipeng Zhang, Xingyuan Pan, Tong Zhang, Hanning Zhang, Rui Pan
article en

Abstract

Rui Pan, Dylan Zhang, Hanning Zhang, Xingyuan Pan, Minrui Xu, Jipeng Zhang, Renjie Pi, Xiaoyu Wang, Tong Zhang. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Openalex Percentile: Top 79%
Advanced Data Storage Technologies
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ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting — Dylan Zhang, Minrui Xu, et al. · (2025) | TGRS Research Map | TGRS