Minimum Risk Training for Neural Machine Translation

8 December 2015

Maosong Sun

Yang Liu

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Papers citing "Minimum Risk Training for Neural Machine Translation"

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Title
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter Lijun Wu Xu Tan Di He Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu 18 48 0 01 Sep 2018
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation Yilin Yang Liang Huang Mingbo Ma 28 92 0 28 Aug 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 27 182 0 27 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 37 116 0 13 Aug 2018
Improving Sequential Determinantal Point Processes for Supervised Video Summarization Aidean Sharghi Ali Borji Chengtao Li Tianbao Yang Boqing Gong AI4TS 33 47 0 28 Jul 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing Daniel Fried Dan Klein 34 27 0 08 Jun 2018
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning Julia Kreutzer Joshua Uyheng Stefan Riezler 28 85 0 27 May 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 19 161 0 16 May 2018
Triangular Architecture for Rare Language Translation Shuo Ren Wenhu Chen Shujie Liu Mu Li M. Zhou Shuai Ma 26 33 0 13 May 2018
Can Neural Machine Translation be Improved with User Feedback? Julia Kreutzer Shahram Khadivi E. Matusov Stefan Riezler 16 93 0 16 Apr 2018
Fine-Grained Attention Mechanism for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 35 173 0 30 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
Modeling Past and Future for Neural Machine Translation Zaixiang Zheng Hao Zhou Shujian Huang Lili Mou Xinyu Dai Jiajun Chen Zhaopeng Tu 32 48 0 27 Nov 2017
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu Yang Liu Shuming Shi Tong Zhang CLL 38 179 0 26 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Improving Neural Machine Translation through Phrase-based Forced Decoding Jingyi Zhang Masao Utiyama Eiichiro Sumita Graham Neubig Satoshi Nakamura 45 19 0 01 Nov 2017
Dual Supervised Learning Yingce Xia Tao Qin Wei-neng Chen Jiang Bian Nenghai Yu Tie-Yan Liu SSL 32 143 0 03 Jul 2017
Grammatical Error Correction with Neural Reinforcement Learning Keisuke Sakaguchi Matt Post Benjamin Van Durme 21 58 0 02 Jul 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 65 0 0 30 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im V. Li 25 35 0 22 Jun 2017
Online Learning for Neural Machine Translation Post-editing Álvaro Peris L. Cebrián F. Casacuberta OnRL 27 33 0 10 Jun 2017
Deep Neural Machine Translation with Linear Associative Unit Mingxuan Wang Zhengdong Lu Jie Zhou Qun Liu 22 54 0 02 May 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng V. Li 35 147 0 02 May 2017
A GRU-Gated Attention Model for Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su 29 32 0 27 Apr 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 34 190 0 25 Apr 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Julia Kreutzer Artem Sokolov Stefan Riezler 27 49 0 21 Apr 2017
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets Zhen-Le Yang Wei Chen Feng Wang Bo Xu GAN AI4CE 36 169 0 15 Mar 2017
Nematus: a Toolkit for Neural Machine Translation Rico Sennrich Orhan Firat Kyunghyun Cho Alexandra Birch Barry Haddow ... Marcin Junczys-Dowmunt Samuel Laubli Antonio Valerio Miceli Barone Jozef Mokry Maria Nadejde 37 407 0 13 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Trainable Greedy Decoding for Neural Machine Translation Jiatao Gu Kyunghyun Cho V. Li 24 73 0 08 Feb 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 34 58 0 23 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 21 897 0 23 Jan 2017
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization Jun Suzuki Masaaki Nagata 30 76 0 31 Dec 2016
Boosting Neural Machine Translation Dakun Zhang Jungi Kim Josep Crego Jean Senellart AI4CE 23 26 0 19 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 42 442 0 01 Dec 2016
Neural Machine Translation with Pivot Languages Yong Cheng Yang Liu Qian Yang Maosong Sun Wenyuan Xu 19 96 0 15 Nov 2016
Zero-resource Machine Translation by Multimodal Encoder-decoder Network with Multimedia Pivot Hideki Nakayama Noriki Nishida 32 62 0 14 Nov 2016
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 19 846 0 01 Nov 2016
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 718 6,748 0 26 Sep 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Z. Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 35 252 0 01 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 57 635 0 24 Jul 2016
Context-Dependent Word Representation for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 23 89 0 03 Jul 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,099 0 25 Jun 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 44 589 0 09 Jun 2016
Variational Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su Hong Duan Min Zhang VLM DRL 32 203 0 25 May 2016
Neural Headline Generation with Sentence-wise Optimization Ayana Shiqi Shen Yu Zhao Zhiyuan Liu Maosong Sun 18 55 0 07 Apr 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li V. Li 56 1,534 0 21 Mar 2016
Training with Exploration Improves a Greedy Stack-LSTM Parser Miguel Ballesteros Yoav Goldberg Chris Dyer Noah A. Smith 34 77 0 11 Mar 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015