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Yuhuan Lyu

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Preprint Oct 2026

OrderGPT: Generation Order as a Learnable Modeling Choice

Generative modeling of discrete data has two popular paradigms: autoregressive models such as GPT, which factorize a sequence in a left-to-right (L2R) order, and masked diffusion models, which are essentially any-order autoregressive modeling. Rather than competing methods, these are the two extreme points of a single...

Chen-He Yang, Yuhuan Lyu, Tianyang Hu · 0 citations

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