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

arXiv:2610.36595v1 Announce Type: new Abstract: 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