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AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts

Research paper by Yifan Zhang and collaborators. Published 2024-02-12. Topics: meta-prompted language models, zero-shot verifiers, continual pretraining, AutoMathText dataset, Mistral language model.

Resource information

Authors
Yifan Zhang, Yifan Luo, Yang Yuan, Andrew Chi-Chih Yao
Research topics
meta-prompted language models, zero-shot verifiers, continual pretraining, AutoMathText dataset, Mistral language model, token efficiency, MATH dataset
Publication date
2024-02-12
Publication
arXiv
Last record update
Nov 3, 2026