A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond

20 April 2022

Junliang Guo

Papers citing "A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond"

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Title
Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree Xiangxiang Gao Weisheng Xie Yiwei Xiang Feng Ji 133 6 0 17 Dec 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Dianbo Sui DiffM LRM 124 23 0 18 Oct 2024
Non-autoregressive Sequence-to-Sequence Vision-Language Models Kunyu Shi Qi Dong Luis Goncalves Zhuowen Tu Stefano Soatto VLM 83 3 0 04 Mar 2024
Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation Zhengrui Ma Chenze Shao Shangtong Gui Hao Fei Yanghe Feng 46 15 0 12 Mar 2023
Rephrasing the Reference for Non-Autoregressive Machine Translation Chenze Shao Jinchao Zhang Jie Zhou Yang Feng 37 5 0 30 Nov 2022
Uncertainty-Aware Image Captioning Zhengcong Fei Mingyuan Fan Li Zhu Junshi Huang Xiaoming Wei Xiaolin K. Wei UQLM 37 10 0 30 Nov 2022
Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition J. Yoon Beom Jun Woo Sunghwan Ahn Hyeon Seung Lee N. Kim VLM 49 9 0 28 Nov 2022
Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction Kai Shen Yichong Leng Xuejiao Tan Si-Qi Tang Yuan Zhang Wenjie Liu Ed Lin 52 15 0 23 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 55 7 0 15 Nov 2022
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators Xinyou Wang Zaixiang Zheng Shujian Huang 40 4 0 11 Nov 2022
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering Tengxun Zhang Hongfei Xu Josef van Genabith Deyi Xiong Hongying Zan AIMat LRM 39 5 0 07 Nov 2022
BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder Yosuke Higuchi Tetsuji Ogawa Tetsunori Kobayashi Shinji Watanabe 125 13 0 02 Nov 2022
DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid Vincent J. Hellendoorn Graham Neubig DiffM 84 42 0 30 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 54 17 0 24 Oct 2022
Bilingual Synchronization: Restoring Translational Relationships with Editing Operations Jitao Xu Josep Crego François Yvon 57 4 0 24 Oct 2022
Multi-Granularity Optimization for Non-Autoregressive Translation Yafu Li Leyang Cui Yongjing Yin Yue Zhang 61 7 0 20 Oct 2022
Hybrid-Regressive Neural Machine Translation Qiang Wang Xinhui Hu Ming-Tso Chen 46 5 0 19 Oct 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 85 332 0 17 Oct 2022
Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding Ruchao Fan Guoli Ye Yashesh Gaur Jinyu Li 31 4 0 16 Oct 2022
DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models Yueqin Yin Lianghua Huang Yu Liu Kaiqiang Huang DiffM 54 12 0 16 Oct 2022
A context-aware knowledge transferring strategy for CTC-based ASR Keda Lu Kuan-Yu Chen 28 16 0 12 Oct 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation Chenze Shao Zhengrui Ma Yang Feng 73 14 0 11 Oct 2022
ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation Cunxiao Du Zhaopeng Tu Longyue Wang Jing Jiang 61 10 0 08 Oct 2022
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation Chenze Shao Yang Feng 49 21 0 08 Oct 2022
Learning Distinct and Representative Styles for Image Captioning Qi Chen Chaorui Deng Qi Wu VLM 52 24 0 17 Sep 2022
Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM Hayato Futami Hirofumi Inaguma Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara KELM 105 13 0 08 Sep 2022
Nearest Neighbor Non-autoregressive Text Generation Ayana Niwa Sho Takase Naoaki Okazaki 31 10 0 26 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 173 3,882 0 26 Jul 2022
Efficient Modeling of Future Context for Image Captioning Zhengcong Fei Junshi Huang Xiaoming Wei Xiaolin K. Wei 62 15 0 22 Jul 2022
Explicit Image Caption Editing Zhen Wang Long Chen Wenbo Ma G. Han Yulei Niu Jian Shao Jun Xiao 40 12 0 20 Jul 2022
Knowledge Transfer and Distillation from Autoregressive to Non-Autoregressive Speech Recognition Xun Gong Zhikai Zhou Y. Qian 102 4 0 15 Jul 2022
Controllable and Lossless Non-Autoregressive End-to-End Text-to-Speech Zhengxi Liu Qiao Tian Chenxu Hu Xudong Liu Meng-Che Wu Yuping Wang Hang Zhao Yuxuan Wang 54 10 0 13 Jul 2022
A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation Kexun Zhang Rui Wang Xu Tan Junliang Guo Yi Ren Tao Qin Tie-Yan Liu 31 8 0 09 Jul 2022
FastLTS: Non-Autoregressive End-to-End Unconstrained Lip-to-Speech Synthesis Yongqiang Wang Zhou Zhao 55 10 0 08 Jul 2022
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 65 5 0 24 Jun 2022
Streaming non-autoregressive model for any-to-many voice conversion Ziyi Chen Haoran Miao Pengyuan Zhang 69 9 0 15 Jun 2022
On the Learning of Non-Autoregressive Transformers Fei Huang Tianhua Tao Hao Zhou Lei Li Minlie Huang AI4TS 51 24 0 13 Jun 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu Sirui Xie Xiaojian Ma Baoxiong Jia Bo Pang Ruigi Gao Yixin Zhu Song-Chun Zhu Ying Nian Wu DiffM 62 82 0 13 Jun 2022
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization Puyuan Liu Xiang Zhang Lili Mou 45 10 0 28 May 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 47 20 0 28 May 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation Chenze Shao Xuanfu Wu Yang Feng 24 22 0 28 May 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 218 823 0 27 May 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 63 55 0 25 May 2022
Improving CTC-based ASR Models with Gated Interlayer Collaboration Yuting Yang Yuke Li Binbin Du 76 11 0 25 May 2022
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn KELM 119 43 0 24 May 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 368 5,978 0 23 May 2022
A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation Weizhen Qi Yeyun Gong Yelong Shen Jian Jiao Yu Yan Houqiang Li Ruofei Zhang Weizhu Chen Nan Duan 47 1 0 23 May 2022
Non-Autoregressive Neural Machine Translation: A Call for Clarity Robin M. Schmidt Telmo Pires Stephan Peitz J. Lööf 32 9 0 21 May 2022
Multi-scale Attention Flow for Probabilistic Time Series Forecasting Shibo Feng Chunyan Miao Ke-Li Xu Jiaxiang Wu Pengcheng Wu Fan Lin P. Zhao BDL AI4TS 35 25 0 16 May 2022
Directed Acyclic Transformer for Non-Autoregressive Machine Translation Fei Huang Hao Zhou Yang Liu Hanguang Li Minlie Huang AI4CE 56 61 0 16 May 2022