"formal language processing" Papers

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A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language

Ekdeep Singh Lubana, Kyogo Kawaguchi, Robert Dick et al.

ICLR 2025arXiv:2408.12578
24
citations

ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data

Xiaoyang Liu, Kangjie Bao, Jiashuo Zhang et al.

NEURIPS 2025arXiv:2502.05567
13
citations