作者位次 #8/13ACL 2026Findings· Findings of ACL
SDAR : A Synergistic Diffusion- A uto R egression Paradigm for Scalable Sequence Generation
Shuang Cheng · Yihan Bian · Dawei Liu · Yuhua Jiang · Yihao Liu · Linfeng Zhang · Qian Yao · Zhongbo Tian · Wenhai Wang · Qipeng Guo · Kai Chen · Biqing Qi · Bowen Zhou
摘要
Autoregressive (AR) language modeling remains the dominant paradigm due to its dense supervision signal and highly optimized serving infrastructure, but its strictly causal, token-by-token decoding limits parallelism and non-causal modeling. While masked diffusion offers a promising path toward p...