"data mixing" Papers

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Data Mixing Can Induce Phase Transitions in Knowledge Acquisition

Xinran Gu, Kaifeng Lyu, Jiazheng Li et al.

NEURIPS 2025spotlightarXiv:2505.18091
2
citations

Rethinking Multilingual Continual Pretraining: Data Mixing for Adapting LLMs Across Languages and Resources

Zihao Li, Shaoxiong Ji, Hengyu Luo et al.

COLM 2025paperarXiv:2504.04152
4
citations

Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation

Lan Li, Xin-Chun Li, Han-Jia Ye et al.

ICML 2024