Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement

19 February 2018

Papers citing "Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement"

50 / 110 papers shown

Title
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 73 1 0 13 Mar 2025
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence Generation Andrew Kiruluta Eric Lundy Andreas Lemos AI4TS 47 0 0 04 Mar 2025
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Lingpeng Kong DiffM LRM 69 15 0 18 Oct 2024
The Mystery of the Pathological Path-star Task for Language Models Arvid Frydenlund LRM 27 4 0 17 Oct 2024
Beyond Next Token Prediction: Patch-Level Training for Large Language Models Chenze Shao Fandong Meng Jie Zhou 51 1 0 17 Jul 2024
Non-autoregressive Personalized Bundle Generation Wenchuan Yang Cheng Yang Jichao Li Yuejin Tan Xin Lu Chuan Shi 28 0 0 11 Jun 2024
Exploration of Masked and Causal Language Modelling for Text Generation Nicolo Micheletti Samuel Belkadi Lifeng Han Goran Nenadic 44 6 0 21 May 2024
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding Konstantin Yakovlev Alexander Podolskiy A. Bout Sergey I. Nikolenko Irina Piontkovskaya 33 4 0 14 Nov 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 28 96 0 10 Oct 2023
TranSFormer: Slow-Fast Transformer for Machine Translation Bei Li Yi Jing Xu Tan Zhen Xing Tong Xiao Jingbo Zhu 49 7 0 26 May 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 36 1 0 23 May 2023
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline Zangwei Zheng Xiaozhe Ren Fuzhao Xue Yang Luo Xin Jiang Yang You 42 55 0 22 May 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators Bohong Wu Fei Yuan Hai Zhao Lei Li Jingjing Xu AI4CE 25 2 0 22 May 2023
Controlling keywords and their positions in text generation Yuichi Sasazawa Terufumi Morishita Hiroaki Ozaki Osamu Imaichi Yasuhiro Sogawa 22 2 0 19 Apr 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 41 57 0 11 Feb 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Binhua Li Yongbin Li LMTD 33 2 0 10 Feb 2023
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise Zheng-Wen Lin Yeyun Gong Yelong Shen Tong Wu Zhihao Fan Chen Lin Nan Duan Weizhu Chen AI4CE DiffM VLM 40 61 0 22 Dec 2022
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 35 15 0 19 Dec 2022
Semantic-Conditional Diffusion Networks for Image Captioning Jianjie Luo Yehao Li Yingwei Pan Ting Yao Jianlin Feng Hongyang Chao Tao Mei DiffM 30 62 0 06 Dec 2022
CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task Jindvrich Helcl 32 0 0 01 Dec 2022
Uncertainty-Aware Image Captioning Zhengcong Fei Mingyuan Fan Li Zhu Junshi Huang Xiaoming Wei Xiaolin K. Wei UQLM 18 10 0 30 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 27 7 0 15 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 45 79 0 31 Oct 2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen 22 17 0 24 Oct 2022
Bilingual Synchronization: Restoring Translational Relationships with Editing Operations Jitao Xu Josep Crego François Yvon 35 4 0 24 Oct 2022
Categorizing Semantic Representations for Neural Machine Translation Yongjing Yin Yafu Li Fandong Meng Jie Zhou Yue Zhang 24 6 0 13 Oct 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation Chenze Shao Zhengrui Ma Yang Feng 42 14 0 11 Oct 2022
Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization T. Nguyen Richard G. Baraniuk Robert M. Kirby Stanley J. Osher Bao Wang 32 9 0 01 Aug 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 29 14 0 07 Jun 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 32 20 0 28 May 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
Learning to Model Editing Processes Machel Reid Graham Neubig KELM BDL 116 35 0 24 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Multi-segment preserving sampling for deep manifold sampler Daniel Berenberg Jae Hyeon Lee S. Kelow Ji Won Park Andrew Watkins Vladimir Gligorijević Richard Bonneau Stephen Ra Kyunghyun Cho MedIm 24 5 0 09 May 2022
Non-Autoregressive Machine Translation: It's Not as Fast as it Seems Jindvrich Helcl Barry Haddow Alexandra Birch 27 20 0 04 May 2022
$$\textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation$ $\textit{latent}$ -GLAT: Glancing at Latent Variables for Parallel Text Generation Yu Bao Hao Zhou Shujian Huang Dongqi Wang Lihua Qian Xinyu Dai Jiajun Chen Lei Li 31 38 0 05 Apr 2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders Samuel Stanton Wesley J. Maddox Nate Gruver Phillip M. Maffettone E. Delaney Peyton Greenside A. Wilson BDL 40 89 0 23 Mar 2022
Enabling arbitrary translation objectives with Adaptive Tree Search Wang Ling Wojciech Stokowiec Domenic Donato Laurent Sartran Lei Yu Austin Matthews Chris Dyer 14 0 0 23 Feb 2022
Can Multilinguality benefit Non-autoregressive Machine Translation? Sweta Agrawal Julia Kreutzer Colin Cherry AI4CE 29 1 0 16 Dec 2021
Towards More Efficient Insertion Transformer with Fractional Positional Encoding Zhisong Zhang Yizhe Zhang W. Dolan 46 0 0 12 Dec 2021
Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement HyoJung Han Seokchan Ahn Yoonjung Choi Insoo Chung Sangha Kim Kyunghyun Cho 30 6 0 18 Oct 2021
Semi-Autoregressive Image Captioning Xu Yan Zhengcong Fei Zekang Li Shuhui Wang Qingming Huang Qi Tian 35 23 0 11 Oct 2021
FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition Yichong Leng Xu Tan Rui Wang Linchen Zhu Jin Xu ... Linquan Liu Tao Qin Xiang-Yang Li Ed Lin Tie-Yan Liu 35 40 0 29 Sep 2021
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer Evgeniia Tokarchuk Jan Rosendahl Weiyue Wang Pavel Petrushkov Tomer Lancewicki Shahram Khadivi Hermann Ney 28 2 0 27 Sep 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 29 39 0 26 Sep 2021
AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate Jongyoon Song Sungwon Kim Sungroh Yoon 74 37 0 14 Sep 2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy Shaolei Zhang Yang Feng MoE 30 39 0 11 Sep 2021
Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring Hirofumi Inaguma Yosuke Higuchi Kevin Duh Tatsuya Kawahara Shinji Watanabe 63 11 0 09 Sep 2021
Mixup Decoding for Diverse Machine Translation Jicheng Li Pengzhi Gao Xuanfu Wu Yang Feng Zhongjun He Hua Wu Haifeng Wang 33 14 0 08 Sep 2021