作者位次 #5/6ACL 2026Poster· Natural Language Processing
SMART : Evaluating LLM s’ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark
Yujie Hou · Mei Wang · Yaoyao Zhong · Ting Zhang · Xuetao Ma · Hua Huang
摘要
Large Language Models (LLMs) have achieved remarkable performance across a wide range of mathematical benchmarks. However, concerns remain as to whether these successes reflect genuine reasoning or superficial pattern recognition. Existing evaluation methods, which typically focus either on the f...