Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models

Published in ICML 2026, 2026

Recommended citation: Kecheng Chen, Ziru Liu, Xijia Tao, Hui Liu, Xinyu Fu, Suiyun Zhang, Dandan Tu, Lingpeng Kong, Rui Liu, Haoliang Li (2026). "Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models." ICML 2026.

We present Beyond Confidence, a novel adaptive and coherent decoding method for diffusion language models.

Recommended citation: Kecheng Chen, Ziru Liu, Xijia Tao, Hui Liu, Xinyu Fu, Suiyun Zhang, Dandan Tu, Lingpeng Kong, Rui Liu, Haoliang Li (2026). “Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models.” ICML 2026.