C${}^2$DLM: Causal Concept-Guided Diffusion Large Language Models

Kairong Han, Nuanqiao Shan, Ziyu Zhao +6

Autoregressive (AR) language models and Diffusion Language Models (DLMs) constitute the two principal paradigms of large language models. However, both paradigms suffer from insuff…