2025 "data selection" Papers

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Conference

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Paper Type

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Efficient Top-m Data Values Identification for Data Selection

Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng et al.

ICLR 2025poster

Enhancing Multilingual LLM Pretraining with Model-Based Data Selection

Bettina Messmer, Vinko Sabolčec, Martin Jaggi

NeurIPS 2025posterarXiv:2502.10361
10
citations

Graph Data Selection for Domain Adaptation: A Model-Free Approach

Ting-Wei Li, Ruizhong Qiu, Hanghang Tong

NeurIPS 2025posterarXiv:2505.17293
4
citations

Group-Level Data Selection for Efficient Pretraining

Zichun Yu, Fei Peng, Jie Lei et al.

NeurIPS 2025posterarXiv:2502.14709
1
citations

Reinforcement Learning-Guided Data Selection via Redundancy Assessment

Suorong Yang, Peijia Li, Furao Shen et al.

ICCV 2025posterarXiv:2506.21037
1
citations