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Zhe-Tong Li

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#artificial intelligence Preprint Oct 2026

Learning to Formalize: Bridging Open-Ended Workloads and Fast Decision Models

Decision models offer fast choices over sup- plied alternatives, while general-purpose large language models interpret open-ended tasks through flexible generation and reasoning at the cost of sequential decoding. Many work- loads expect a generative backend to determine what can be done and therefore provide no well-d...

Cheng-Xuan Pei, Zi-Yao Wang, Teng Mei et al. · 0 citations

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