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Author

Alang Chen

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Jul 2026

Controlled Reformulation Testing for Logical Consistency in Large Language Models

The results show that accuracy alone is not enough for evaluating logical reasoning in LLMs, and several frontier LLMs are evaluated, which include contrapositive rewriting, double negation, negation flipping, and passive voice.

Alex Gu, Alang Chen · 1 citation

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