Author

Zheng Zheng

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Preprint Oct 2026

LGMT: A Tool for Testing the Logical Reasoning Reliability of LLMs

Large Language Models (LLMs) increasingly serve as reasoning components in modern software systems, yet a model that answers a logical query correctly can contradict itself when the same problem is restated in an equivalent form. Static benchmarks evaluate queries in isolation and therefore fail to expose such inconsis...

Zeng-Hui Zhou, Xiao-Ke Fang, Zheng Zheng · 0 citations