SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers

20 December 2022

Hongyi Yuan

Chuanqi Tan

Fei Huang

Papers citing "SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers"

13 / 13 papers shown

Title
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 67 2 0 27 May 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 84 46 0 23 Apr 2024
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation Renzhi Wang Jing Li Piji Li DiffM 35 2 0 18 Oct 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 54 14 0 23 Aug 2023
XDLM: Cross-lingual Diffusion Language Model for Machine Translation Linyao Chen Aosong Feng Boming Yang Zihui Li AI4CE 33 2 0 25 Jul 2023
Likelihood-Based Diffusion Language Models Ishaan Gulrajani Tatsunori B. Hashimoto DiffM 29 51 0 30 May 2023
DiffuSIA: A Spiral Interaction Architecture for Encoder-Decoder Text Diffusion Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling DiffM 35 0 0 19 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 34 20 0 15 May 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 41 57 0 11 Feb 2023
Empowering Diffusion Models on the Embedding Space for Text Generation Zhujin Gao Junliang Guo Xuejiao Tan Yongxin Zhu Fang Zhang Jiang Bian Linli Xu DiffM 27 15 0 19 Dec 2022
DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid Vincent J. Hellendoorn Graham Neubig DiffM 51 39 0 30 Oct 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 779 0 27 May 2022
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 207 395 0 10 Feb 2021