Autonomous data selection with language models for mathematical texts

Yifan Zhang, Yifan Luo, Yang Yuan, Andrew C Yao.

Published in Navigating and Addressing Data Problems for Foundation Models (DPFM) Workshop, ICLR 2024, 2024

This paper is about Auto Data Selection to improve model ability in post-training using less data.

It was accepted as Poster by DPFM@ICLR 2024!

Feel free to use our 🤗AutoMathText Dataset🤗 to improve model’s reasoning ability.

Download paper here