Representation Robustness Under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving

Sagnik Nath, Edith Aurora Graf, Liang Zhang +1

Large language models (LLMs) are increasingly evaluated on mathematical problem solving, yet prior work often treats representationally equivalent formulations as interchangeable a…