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K. M. C. Science

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#artificial intelligence Preprint Oct 2026

SyntaxBench: A Statistical Diagnostic Framework for Character-Level Reasoning in Large Language Models

Large language models are increasingly used where small syntactic errors matter, yet character-level reasoning is still evaluated mostly through isolated probes and aggregate accuracy. We introduce SyntaxBench, a diagnostic benchmark and statistical evaluation framework for character-level reasoning. It contains five c...

Mohsen Larni, Sobhan Ebrahimi Azar, Pouyan Nahed et al. · 0 citations

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