Author

Min Zhang

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Preprint Aug 2026

OmniPhys: A Unified Multimodal Benchmark for Physics Understanding and Generation from Chinese Educational Corpora

OmniPhys is a large-scale benchmark for multimodal physics understanding and reasoning, covering middle school through university-level problems from Chinese Educational Corpora, and is a benchmark that systematically evaluates multimodal outputs in the physics domain.

Hao Chen, Yu-Min Lin, Nadila Yushanjiang et al. · 0 citations

#natural language process... Nov 2025

SMRC: Aligning Large Language Models with Student Reasoning for Mathematical Error Correction

This work formulates student reasoning as a multi-step sequential decision problem and introduces Monte Carlo Tree Search (MCTS) to explore optimal correction paths and proposes a dual evaluation protocol centered on solution accuracy and correct-step retention, offering a comprehensive measure of educational applicability.

Biaojie Zeng, Min Zhang, Juan Zhou et al. · arXiv.org · 0 citations