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cs.CL2025★ 1 cited
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
Yuhong Sun, Zhangyue Yin, Xuanjing Huang +2
Large Language Models (LLMs) have demonstrated remarkable capabilities across various domains. Math Word Problems (MWPs) serve as a crucial benchmark for evaluating LLMs' reasoning…
cs.CL2024★ 1 cited
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem
Yuhong Sun, Zhangyue Yin, Qipeng Guo +3
Large language models (LLMs) are highly effective in various natural language processing (NLP) tasks. However, they are susceptible to producing unreliable conjectures in ambiguous…