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"

50 / 218 papers shown

Title
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition Ye Bai Jiangyan Yi J. Tao Zhengkun Tian Zhengqi Wen Shuai Zhang RALM 53 41 0 11 May 2020
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning Longteng Guo Jing Liu Xinxin Zhu Xingjian He Jie Jiang Hanqing Lu BDL 45 56 0 10 May 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual Data Jiawei Zhou Phillip Keung 96 26 0 02 May 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation Lifu Tu Richard Yuanzhe Pang Sam Wiseman Kevin Gimpel 72 52 0 02 May 2020
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification Xin Liu Jiefu Ou Yangqiu Song Xin Jiang 33 89 0 27 Apr 2020
A Study of Non-autoregressive Model for Sequence Generation Yi Ren Jinglin Liu Xu Tan Zhou Zhao Sheng Zhao Tie-Yan Liu 76 61 0 22 Apr 2020
Non-Autoregressive Machine Translation with Latent Alignments Chitwan Saharia William Chan Saurabh Saxena Mohammad Norouzi 44 158 0 16 Apr 2020
Improving Fluency of Non-Autoregressive Machine Translation Zdeněk Kasner Jindrich Libovický Jindvrich Helcl AI4CE 31 8 0 07 Apr 2020
Aligned Cross Entropy for Non-Autoregressive Machine Translation Marjan Ghazvininejad Vladimir Karpukhin Luke Zettlemoyer Omer Levy 60 115 0 03 Apr 2020
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Alireza Mohammadshahi James Henderson 45 33 0 29 Mar 2020
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan Chitwan Saharia Geoffrey E. Hinton Mohammad Norouzi Navdeep Jaitly BDL AI4TS 48 115 0 20 Feb 2020
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 62 52 0 19 Feb 2020
On the Discrepancy between Density Estimation and Sequence Generation Jason D. Lee Dustin Tran Orhan Firat Kyunghyun Cho 20 11 0 17 Feb 2020
Incorporating BERT into Neural Machine Translation Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu FedML AIMat 42 359 0 17 Feb 2020
Non-Autoregressive Neural Dialogue Generation Qinghong Han Yuxian Meng Leilei Gan Jiwei Li 59 14 0 11 Feb 2020
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention Xiaoya Li Yuxian Meng Arianna Yuan Leilei Gan Jiwei Li 59 12 0 08 Feb 2020
Semi-Autoregressive Training Improves Mask-Predict Decoding Marjan Ghazvininejad Omer Levy Luke Zettlemoyer 63 72 0 23 Jan 2020
Non-Autoregressive Machine Translation with Disentangled Context Transformer Jungo Kasai James Cross Marjan Ghazvininejad Jiatao Gu 54 33 0 15 Jan 2020
Fast Image Caption Generation with Position Alignment Z. Fei 44 37 0 13 Dec 2019
Non-autoregressive Transformer by Position Learning Yu Bao Hao Zhou Jiangtao Feng Mingxuan Wang Shujian Huang Jiajun Chen LI Lei 37 34 0 25 Nov 2019
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation Chenze Shao Jinchao Zhang Yang Feng Fandong Meng Jie Zhou 46 91 0 21 Nov 2019
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation Junliang Guo Xu Tan Linli Xu Tao Qin Enhong Chen Tie-Yan Liu 51 85 0 20 Nov 2019
Understanding Knowledge Distillation in Non-autoregressive Machine Translation Chunting Zhou Graham Neubig Jiatao Gu 54 220 0 07 Nov 2019
Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information Qiu Ran Yankai Lin Peng Li Jie Zhou 59 73 0 06 Nov 2019
An Empirical Study of Generation Order for Machine Translation William Chan Mitchell Stern J. Kiros Jakob Uszkoreit 37 10 0 29 Oct 2019
Fast Structured Decoding for Sequence Models Zhiqing Sun Zhuohan Li Haoqing Wang Zi Lin Di He Zhihong Deng 72 122 0 25 Oct 2019
Hint-Based Training for Non-Autoregressive Machine Translation Zhuohan Li Zi Lin Di He Fei Tian Tao Qin Liwei Wang Tie-Yan Liu 43 72 0 15 Sep 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow Xuezhe Ma Chunting Zhou Xian Li Graham Neubig Eduard H. Hovy AI4TS BDL 48 191 0 05 Sep 2019
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior Raphael Shu Jason D. Lee Hideki Nakayama Kyunghyun Cho BDL 55 116 0 20 Aug 2019
Depth Growing for Neural Machine Translation Lijun Wu Yiren Wang Yingce Xia Fei Tian Fei Gao Tao Qin Jianhuang Lai Tie-Yan Liu 42 41 0 03 Jul 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation Chenze Shao Yang Feng Jinchao Zhang Fandong Meng Xilin Chen Jie Zhou 46 42 0 22 Jun 2019
Syntactically Supervised Transformers for Faster Neural Machine Translation Nader Akoury Kalpesh Krishna Mohit Iyyer 46 55 0 06 Jun 2019
Bridging the Gap between Training and Inference for Neural Machine Translation Wen Zhang Yang Feng Fandong Meng Di You Qun Liu AIMat 68 241 0 06 Jun 2019
Imitation Learning for Non-Autoregressive Neural Machine Translation Bingzhen Wei Mingxuan Wang Hao Zhou Junyang Lin Jun Xie Xu Sun 45 94 0 05 Jun 2019
KERMIT: Generative Insertion-Based Modeling for Sequences William Chan Nikita Kitaev Kelvin Guu Mitchell Stern Jakob Uszkoreit VLM 49 65 0 04 Jun 2019
Masked Non-Autoregressive Image Captioning Junlong Gao Xi Meng Shiqi Wang Xia Li Shanshe Wang Siwei Ma Wen Gao 64 37 0 03 Jun 2019
Levenshtein Transformer Jiatao Gu Changhan Wang Jake Zhao 107 359 0 27 May 2019
Non-Autoregressive Machine Translation with Auxiliary Regularization Yiren Wang Fei Tian Di He Tao Qin ChengXiang Zhai Tie-Yan Liu 64 158 0 22 Feb 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 83 150 0 20 Feb 2019
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model Alex Jinpeng Wang Kyunghyun Cho VLM 64 356 0 11 Feb 2019
Insertion Transformer: Flexible Sequence Generation via Insertion Operations Mitchell Stern William Chan J. Kiros Jakob Uszkoreit KELM 72 250 0 08 Feb 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Kyunghyun Cho 63 130 0 05 Feb 2019
Insertion-based Decoding with automatically Inferred Generation Order Jiatao Gu Qi Liu Kyunghyun Cho 50 109 0 04 Feb 2019
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input Junliang Guo Xu Tan Di He Tao Qin Linli Xu Tie-Yan Liu 47 125 0 23 Dec 2018
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification Jindrich Libovický Jindřich Helcl 65 167 0 12 Nov 2018
Importance of Search and Evaluation Strategies in Neural Dialogue Modeling Ilia Kulikov Alexander H. Miller Kyunghyun Cho Jason Weston 65 84 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,729 0 11 Oct 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 43 183 0 27 Aug 2018
Semi-Autoregressive Neural Machine Translation Chunqi Wang Ji Zhang Haiqing Chen 59 88 0 26 Aug 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 80 752 0 10 Jul 2018