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Evaluating the Formal Reasoning Capabilities of Large Language Models through Chomsky Hierarchy

Yihong Dong, Jianha Xiao, Xue Jiang, Xuyuan Guo, Zhiyuan Fan, Jiaru Qian, Kechi Zhang, Jia Li, Zhi Jin, Ge Li

[arXiv 2026] arXiv preprint, arXiv:2604.02709, 2026.

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