2025 "transformer expressivity" Papers

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Conference

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Characterizing the Expressivity of Fixed-Precision Transformer Language Models

Jiaoda Li, Ryan Cotterell

NEURIPS 2025oralarXiv:2505.23623
4
citations

Language Models Need Inductive Biases to Count Inductively

Yingshan Chang, Yonatan Bisk

ICLR 2025posterarXiv:2405.20131
19
citations

Learning Linear Attention in Polynomial Time

Morris Yau, Ekin Akyürek, Jiayuan Mao et al.

NEURIPS 2025oralarXiv:2410.10101
4
citations