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arxiv_cs_lg ยท Oct 27, 2026 ยท paper

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GTFormer: A Syntax-Free Graph Network Alternative to Transformers for 8192$\times$ Length Extrapolation in Linear Time

arxiv.orgOct 27, 2026
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Self-attention mechanisms have established the Transformer as the dominant backbone across natural language processing, source code intelligence, and automated theorem proving. However, all-to-all pairwise token compa...

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