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Imitation Learning for Non-Autoregressive Neural Machine Translation

Annual Meeting of the Association for Computational Linguistics (ACL), 2019

5 June 2019

Papers citing "Imitation Learning for Non-Autoregressive Neural Machine Translation"

43 / 43 papers shown

Title
LLM Inference Unveiled: Survey and Roofline Model Insights Zhihang Yuan Yuzhang Shang Yang Zhou Zhen Dong Zhe Zhou ... Yong Jae Lee Yan Yan Beidi Chen Guangyu Sun Kurt Keutzer 583 145 0 26 Feb 2024
Extending Multilingual Machine Translation through Imitation Learning Wen Lai Viktor Hangya Kangyang Luo Alexander Fraser LRM CLL 420 5 0 14 Nov 2023
Improving Non-autoregressive Translation Quality with Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTCIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Shensian Syu Jun Xie Hung-yi Lee 211 1 0 10 Jun 2023
TreePiece: Faster Semantic Parsing via Tree TokenizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sida I. Wang Akshat Shrivastava S. Livshits 112 5 0 30 Mar 2023
Speculative Decoding with Big Little DecoderNeural Information Processing Systems (NeurIPS), 2023 Sehoon Kim K. Mangalam Suhong Moon Jitendra Malik Michael W. Mahoney A. Gholami Kurt Keutzer MoE 344 161 0 15 Feb 2023
Uncertainty-Aware Image CaptioningAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhengcong Fei Mingyuan Fan Li Zhu Junshi Huang Xiaoming Wei Xiaolin K. Wei UQLM 172 18 0 30 Nov 2022
PARAGEN : A Parallel Generation Toolkit Jiangtao Feng Yi Zhou Jun Zhang Xian Qian Liwei Wu Zhexi Zhang Yanming Liu Mingxuan Wang Lei Li Hao Zhou VLM 181 3 0 07 Oct 2022
Non-Autoregressive Neural Machine Translation: A Call for ClarityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Robin M. Schmidt Telmo Pires Stephan Peitz J. Lööf 233 10 0 21 May 2022
Directed Acyclic Transformer for Non-Autoregressive Machine TranslationInternational Conference on Machine Learning (ICML), 2022 Fei Huang Hao Zhou Yang Liu Hanguang Li Shiyu Huang AI4CE 173 78 0 16 May 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 226 132 0 25 Apr 2022
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yisheng Xiao Lijun Wu Junliang Guo Juntao Li Hao Fei Tao Qin Tie-Yan Liu 3DV MedIm AI4CE 243 111 0 20 Apr 2022
$$\textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation$ $\textit{latent}$ -GLAT: Glancing at Latent Variables for Parallel Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yu Bao Hao Zhou Shujian Huang Dongqi Wang Lihua Qian Xinyu Dai Jiajun Chen Lei Li 261 39 0 05 Apr 2022
Improving Non-autoregressive Generation with Mixup Training Ting Jiang Shaohan Huang Zihan Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Tao Gui 112 9 0 21 Oct 2021
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision Chenyang Huang Hao Zhou Osmar R. Zaïane Lili Mou Lei Li 207 64 0 14 Oct 2021
Semi-Autoregressive Image CaptioningACM Multimedia (ACM MM), 2021 Xu Yan Zhengcong Fei Zekang Li Shuhui Wang Qingming Huang Qi Tian 165 27 0 11 Oct 2021
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation Michalis Korakakis Andreas Vlachos CLL 179 2 0 13 Sep 2021
Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring Hirofumi Inaguma Yosuke Higuchi Kevin Duh Tatsuya Kawahara Shinji Watanabe 176 13 0 09 Sep 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 120 0 0 27 Aug 2021
MvSR-NAT: Multi-view Subset Regularization for Non-Autoregressive Machine Translation Pan Xie Zexian Li Xiaohui Hu 84 11 0 19 Aug 2021
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Liang Ding Longyue Wang Xuebo Liu Yang Li Dacheng Tao Zhaopeng Tu 179 49 0 02 Jun 2021
Duplex Sequence-to-Sequence Learning for Reversible Machine TranslationNeural Information Processing Systems (NeurIPS), 2021 Zaixiang Zheng Hao Zhou Shujian Huang Jiajun Chen Jingjing Xu Lei Li 207 13 0 07 May 2021
Non-Autoregressive Translation by Learning Target Categorical CodesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Yu Bao Shujian Huang Tong Xiao Dongqi Wang Xinyu Dai Jiajun Chen 169 38 0 21 Mar 2021
Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Ye Liu Yao Wan Jianguo Zhang Wenting Zhao Philip S. Yu 164 23 0 22 Jan 2021
Fully Non-autoregressive Neural Machine Translation: Tricks of the TradeFindings (Findings), 2020 Jiatao Gu X. Kong 206 143 0 31 Dec 2020
Neural Machine Translation: A Review of Methods, Resources, and ToolsAI Open (AO), 2020 Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 239 121 0 31 Dec 2020
Understanding and Improving Lexical Choice in Non-Autoregressive TranslationInternational Conference on Learning Representations (ICLR), 2020 Liang Ding Longyue Wang Xuebo Liu Yang Li Dacheng Tao Zhaopeng Tu 318 82 0 29 Dec 2020
Incorporating a Local Translation Mechanism into Non-autoregressive TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 X. Kong Zhisong Zhang Eduard H. Hovy 136 23 0 12 Nov 2020
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Yongchang Hao Shilin He Wenxiang Jiao Zhaopeng Tu Michael Lyu Xing Wang 226 31 0 24 Oct 2020
Regularizing Dialogue Generation by Imitating Implicit ScenariosConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Shaoxiong Feng Xuancheng Ren Hongshen Chen Bin Sun Kan Li Xu Sun 182 20 0 05 Oct 2020
Autoregressive Knowledge Distillation through Imitation LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Alexander Lin Jeremy Wohlwend Howard Chen Tao Lei 212 51 0 15 Sep 2020
Glancing Transformer for Non-Autoregressive Neural Machine Translation Lihua Qian Hao Zhou Yu Bao Mingxuan Wang Lin Qiu Weinan Zhang Yong Yu Lei Li 324 175 0 18 Aug 2020
TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling Shuai Zhang Peng Zhang Xindian Ma Junqiu Wei Ning Wang Qun Liu 115 5 0 28 Jul 2020
An EM Approach to Non-autoregressive Conditional Sequence Generation Zhiqing Sun Yiming Yang 158 42 0 29 Jun 2020
Cascaded Text Generation with Markov TransformersNeural Information Processing Systems (NeurIPS), 2020 Yuntian Deng Alexander M. Rush 170 15 0 01 Jun 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Hanrui Wang Zhanghao Wu Zhijian Liu Han Cai Ligeng Zhu Chuang Gan Song Han 247 275 0 28 May 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Jiawei Zhou Phillip Keung 232 27 0 02 May 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Lifu Tu Richard Yuanzhe Pang Sam Wiseman Kevin Gimpel 279 56 0 02 May 2020
Neural Machine Translation: Challenges, Progress and FutureScience China Technological Sciences (Sci China Technol Sci), 2020 Jiajun Zhang Chengqing Zong 150 58 0 13 Apr 2020
Fast Image Caption Generation with Position Alignment Z. Fei 121 42 0 13 Dec 2019
Non-autoregressive Transformer by Position Learning Yu Bao Hao Zhou Jiangtao Feng Mingxuan Wang Shujian Huang Jiajun Chen LI Lei 144 35 0 25 Nov 2019
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019 Chenze Shao Jinchao Zhang Yang Feng Fandong Meng Jie Zhou 189 95 0 21 Nov 2019
Understanding Knowledge Distillation in Non-autoregressive Machine TranslationInternational Conference on Learning Representations (ICLR), 2019 Chunting Zhou Graham Neubig Jiatao Gu 169 231 0 07 Nov 2019
Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering InformationAAAI Conference on Artificial Intelligence (AAAI), 2019 Qiu Ran Yankai Lin Peng Li Jie Zhou 268 79 0 06 Nov 2019