"synthetic data quality" Papers

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Escaping Collapse: The Strength of Weak Data for Large Language Model Training

Kareem Amin, Sara Babakniya, Alex Bie et al.

NeurIPS 2025posterarXiv:2502.08924
8
citations

Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies

Brian Bartoldson, James Diffenderfer, Konstantinos Parasyris et al.

ICML 2024poster