作者位次 #4/5ACL 2026Findings· Findings of ACL
RACC : Regret-Aware Confidence Calibration for Consistent Masked Discrete Diffusion Decoding
Qinglin Zeng · jusheng zhang · Jing Yang · Ningyuan Liu · Keze Wang
摘要
Masked Discrete Diffusion Models (MDMs) enable parallel generation via iterative refinement. However, we identify a critical decisional mismatch. The MDM architecture is inherently dynamic and capable of sensing context shifts. In contrast, prevailing decoding paradigms remain static and myopic....