2025
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing
ACL 2025finding
Advances in large language models (LLMs) have spurred research into enhancing their reasoning capabilities, particularly in math-rich STEM (Science, Technology, Engineering, and Mathematics) documents.While LLMs can generate equations or solve math-related queries, their ability to fully understand…