DLM-One: Diffusion Language Models for One-Step Sequence Generation

30 May 2025

Papers citing "DLM-One: Diffusion Language Models for One-Step Sequence Generation"

4 / 4 papers shown

Title
How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices Han Peng Peiyu Liu Zican Dong Daixuan Cheng Junyi Li Yiru Tang Shuo Wang Wayne Xin Zhao 144 1 0 21 Oct 2025
Beyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language Models Minseo Kim Coleman Hooper Aditya Tomar Chenfeng Xu Mehrdad Farajtabar Michael W. Mahoney Kurt Keutzer Amir Gholami 76 2 0 05 Oct 2025
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models Amin Karimi Monsefi Nikhil Bhendawade Manuel Rafael Ciosici Dominic Culver Yizhe Zhang Irina Belousova 92 3 0 24 Sep 2025
A Survey on Diffusion Language Models Tianyi Li Mingda Chen Bowei Guo Zhiqiang Shen 169 26 0 14 Aug 2025