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"

36 / 36 papers shown

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 73 5 0 17 Dec 2024
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding Trang Le Daniel Lazar Suyoun Kim Shan Jiang Duc Le Adithya Sagar Aleksandr Livshits Ahmed Aly Akshat Shrivastava 29 0 0 12 Jun 2024
Non-autoregressive Personalized Bundle Generation Wenchuan Yang Cheng Yang Jichao Li Yuejin Tan Xin Lu Chuan Shi 21 0 0 11 Jun 2024
What Have We Achieved on Non-autoregressive Translation? Yafu Li Huajian Zhang Jianhao Yan Yongjing Yin Yue Zhang 26 0 0 21 May 2024
Exploration of Masked and Causal Language Modelling for Text Generation Nicolo Micheletti Samuel Belkadi Lifeng Han Goran Nenadic 27 6 0 21 May 2024
Non-autoregressive Sequence-to-Sequence Vision-Language Models Kunyu Shi Qi Dong Luis Goncalves Zhuowen Tu Stefano Soatto VLM 35 3 0 04 Mar 2024
Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin 24 4 0 29 Jan 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 29 243 0 19 Jan 2024
Large Language Models in Education: Vision and Opportunities Wensheng Gan Zhenlian Qi Jiayang Wu Chun-Wei Lin AI4Ed 26 69 0 22 Nov 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 22 60 0 22 Dec 2022
BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder Yosuke Higuchi Tetsuji Ogawa Tetsunori Kobayashi Shinji Watanabe 41 12 0 02 Nov 2022
DiffusER: Discrete Diffusion via Edit-based Reconstruction Machel Reid Vincent J. Hellendoorn Graham Neubig DiffM 43 39 0 30 Oct 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation Chenze Shao Zhengrui Ma Yang Feng 19 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 29 10 0 08 Oct 2022
Learning Distinct and Representative Styles for Image Captioning Qi Chen Chaorui Deng Qi Wu VLM 24 23 0 17 Sep 2022
Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM Hayato Futami H. Inaguma Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara KELM 40 12 0 08 Sep 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 34 4 0 24 Jun 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
Improving CTC-based ASR Models with Gated Interlayer Collaboration Yuting Yang Yuke Li Binbin Du 15 11 0 25 May 2022
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn KELM 86 42 0 24 May 2022
Non-Autoregressive Neural Machine Translation: A Call for Clarity Robin M. Schmidt Telmo Pires Stephan Peitz J. Lööf 17 8 0 21 May 2022
Revisiting Over-Smoothness in Text to Speech Yi Ren Xu Tan Tao Qin Zhou Zhao Tie-Yan Liu 63 61 0 26 Feb 2022
Conditional Deep Hierarchical Variational Autoencoder for Voice Conversion K. Akuzawa Kotaro Onishi Keisuke Takiguchi Kohki Mametani K. Mori BDL DRL 14 6 0 06 Dec 2021
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision Chenyang Huang Hao Zhou Osmar R. Zaïane Lili Mou Lei Li 92 59 0 14 Oct 2021
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates H. Inaguma Siddharth Dalmia Brian Yan Shinji Watanabe 44 11 0 27 Sep 2021
AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate Jongyoon Song Sungwon Kim Sungroh Yoon 64 37 0 14 Sep 2021
Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring H. Inaguma Yosuke Higuchi Kevin Duh Tatsuya Kawahara Shinji Watanabe 36 11 0 09 Sep 2021
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems Yicheng Zou Zhihua Liu Xingwu Hu Qi Zhang BDL 21 29 0 09 Sep 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 27 30 0 02 May 2021
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 202 392 0 10 Feb 2021
Intermediate Loss Regularization for CTC-based Speech Recognition Jaesong Lee Shinji Watanabe 111 135 0 05 Feb 2021
Understanding and Improving Lexical Choice in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 91 76 0 29 Dec 2020
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation Yongchang Hao Shilin He Wenxiang Jiao Zhaopeng Tu Michael Lyu Xing Wang 87 28 0 24 Oct 2020
Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism Pan Xie Zhi Cui Xiuying Chen Xiaohui Hu Jianwei Cui Bin Wang 65 9 0 19 Oct 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015