Flow Map Language Models: One-step Language Modeling via Continuous Denoising

Authors: Chanhyuk Lee, Jaehoon Yoo, Manan Agarwal, Sheel Shah, Jerry Huang, Aditi Raghunathan, Seunghoon Hong, Nicholas M. Boffi†, Jinwoo Kim†

NeurIPS 2026

COLM 2026, NonAR-LM Workshop Spotlight