Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts

Yifan Zhang, Yifan Luo, Yang Yuan +1

We present Autonomous Data Selection (AutoDS), a method that leverages base language models themselves as zero-shot "generative classifiers" to automatically curate high-quality ma…