"pretraining data analysis" Papers

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Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data

Xinyi Wang, Antonis Antoniades, Yanai Elazar et al.

ICLR 2025posterarXiv:2407.14985
77
citations

Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models

Laura Ruis, Maximilian Mozes, Juhan Bae et al.

ICLR 2025posterarXiv:2411.12580
24
citations