作者位次 #6/9ACL 2026Findings· Findings of ACL
C ^2 DLM : Causal Concept-Guided Diffusion Large Language Models
Kairong Han · Nuanqiao Shan · Ziyu Zhao · Zijing Hu · Xinpeng Dong · Ye Jun Jian · Lujia Pan · Fei Wu · Kun Kuang
摘要
Autoregressive (AR) language models and Diffusion Language Models (DLMs) constitute the two principal paradigms of large language models. However, both paradigms suffer from insufficient reasoning capabilities. Human reasoning inherently relies on causal knowledge and thought, which are reflected...