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cs.CL2024
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing
Jiaru Zou, Qing Wang, Pratyush Thakur +1
Advances in large language models (LLMs) have spurred research into enhancing their reasoning capabilities, particularly in math-rich STEM (Science, Technology, Engineering, and Ma…
cs.CL2024
Mathematical Derivation Graphs: A Relation Extraction Task in STEM Manuscripts
Vishesh Prasad, Brian Kim, Nickvash Kani
Recent advances in natural language processing (NLP), particularly with the emergence of large language models (LLMs), have significantly enhanced the field of textual analysis. Ho…