Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise

22 December 2022

Papers citing "Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise"

40 / 40 papers shown

Title
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion Wei Huang M. Liang Peining Li Xu Hou Yawen Li Junping Du Zhe Xue Zeli Guan DiffM 31 0 0 09 Apr 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Ji-Rong Wen Chongxuan Li 92 12 0 14 Feb 2025
Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Jonathan Nöther Adish Singla Goran Radanović AAML 55 0 0 14 Jan 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak Hao Wang Hao Li Junda Zhu Xinyuan Wang C. Pan Minlie Huang Lei Sha 56 0 0 23 Dec 2024
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Xiaochen Zhu Georgi Karadzhov Chenxi Whitehouse Andreas Vlachos DiffM 72 0 0 15 Dec 2024
Diffusion-based Method for Satellite Pattern-of-Life Identification Yongchao Ye Xinting Zhu Xuejin Shen Xiaoyu Chen Lishuai Li S. Joe Qin 56 0 0 14 Dec 2024
Marked Temporal Bayesian Flow Point Processes Hui Chen Xuhui Fan Hengyu Liu Longbing Cao AI4TS 18 0 0 25 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 67 14 0 23 Oct 2024
Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration Yun-Yen Chuang Hung-Min Hsu Kevin Lin Chen-Sheng Gu Ling Zhen Li Ray-I Chang Hung-yi Lee DiffM VLM 16 0 0 17 Oct 2024
Latent Diffusion Models for Controllable RNA Sequence Generation Kaixuan Huang Yukang Yang Kaidi Fu Yanyi Chu Le Cong Mengdi Wang 37 1 0 15 Sep 2024
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? Josef Jon 22 0 0 15 Sep 2024
Table-to-Text Generation with Pretrained Diffusion Models Aleksei S. Krylov Oleg D. Somov 33 1 0 10 Sep 2024
Atlas Gaussians Diffusion for 3D Generation Haitao Yang Yuan Dong Hanwen Jiang Dejia Xu Georgios Pavlakos Qixing Huang 3DGS 65 3 0 23 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 38 14 0 06 Aug 2024
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering Xinxin Zheng Feihu Che Jinyang Wu Shuai Zhang Shuai Nie Kang Liu Jianhua Tao RALM HILM 19 3 0 24 Apr 2024
Exploring the landscape of large language models: Foundations, techniques, and challenges M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari OffRL 39 1 0 18 Apr 2024
AUTODIFF: Autoregressive Diffusion Modeling for Structure-based Drug Design Xinze Li Penglei Wang Tianfan Fu Wenhao Gao Chengtao Li Leilei Shi Junhong Liu 33 2 0 02 Apr 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding Guangyi Liu Yu Wang Zeyu Feng Qiyu Wu Liping Tang ... Shuguang Cui Julian McAuley Zichao Yang Eric P. Xing Zhiting Hu DiffM 49 3 0 29 Feb 2024
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance Linxi Zhao Yihe Deng Weitong Zhang Quanquan Gu MLLM 15 30 0 13 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 38 12 0 12 Feb 2024
Transfer Learning for Text Diffusion Models Kehang Han Kathleen Kenealy Aditya Barua Noah Fiedel Noah Constant VLM AI4CE 68 3 0 30 Jan 2024
Image Synthesis with Graph Conditioning: CLIP-Guided Diffusion Models for Scene Graphs Rameshwar Mishra A. V. Subramanyam DiffM 14 2 0 25 Jan 2024
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models Bicheng Xu Qi Yan Renjie Liao Lele Wang Leonid Sigal DiffM 13 2 0 02 Jan 2024
Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection Jongmin Yu Hyeontaek Oh Jinhong Yang DiffM MedIm 23 2 0 07 Dec 2023
A Wireless AI-Generated Content (AIGC) Provisioning Framework Empowered by Semantic Communication Runze Cheng Yao Sun Dusit Niyato Lan Zhang Lei Zhang Muhammad Ali Imran 13 11 0 26 Oct 2023
CodeFusion: A Pre-trained Diffusion Model for Code Generation Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Gust Verbruggen 22 28 0 26 Oct 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 22 19 0 09 Oct 2023
Aligning Text-to-Image Diffusion Models with Reward Backpropagation Mihir Prabhudesai Anirudh Goyal Deepak Pathak Katerina Fragkiadaki 16 108 0 05 Oct 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 59 30 0 27 Aug 2023
Instruction Position Matters in Sequence Generation with Large Language Models Yanjun Liu Xianfeng Zeng Fandong Meng Jie Zhou LRM 32 8 0 23 Aug 2023
XDLM: Cross-lingual Diffusion Language Model for Machine Translation Linyao Chen Aosong Feng Boming Yang Zihui Li AI4CE 14 2 0 25 Jul 2023
A Survey of Diffusion Models in Natural Language Processing Hao-Li Zou Zae Myung Kim Dongyeop Kang DiffM MedIm 16 12 0 24 May 2023
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation Tong Wu Zhihao Fan Xiao Liu Yeyun Gong Yelong Shen ... Juntao Li Zhongyu Wei Jian Guo Nan Duan Weizhu Chen VLM 80 51 0 16 May 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 16 23 0 14 Mar 2023
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 11 70 0 19 Dec 2022
DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid Vincent J. Hellendoorn Graham Neubig DiffM 43 39 0 30 Oct 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 37 195 0 06 Sep 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 166 768 0 27 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015