Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

50 / 1,201 papers shown

Title
LIUM Machine Translation Systems for WMT17 News Translation Task Mercedes García-Martínez Ozan Caglayan Walid Aransa Adrien Bardet Fethi Bougares Loïc Barrault 28 15 0 14 Jul 2017
A parallel corpus of Python functions and documentation strings for automated code documentation and code generation Antonio Valerio Miceli Barone Rico Sennrich 24 157 0 07 Jul 2017
Synthetic Data for Neural Machine Translation of Spoken-Dialects Hany Hassan M. Elaraby Ahmed Y. Tawfik SyDa 20 3 0 01 Jul 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension David Golub Po-Sen Huang Xiaodong He Li Deng 22 55 0 29 Jun 2017
Generative Bridging Network in Neural Sequence Prediction Wenhu Chen Guanlin Li Shuo Ren Shujie Liu Zhirui Zhang Mu Li M. Zhou 20 10 0 28 Jun 2017
SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence Models Robert Östling Johannes Bjerva 19 4 0 12 Jun 2017
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext John Wieting Jonathan Mallinson Kevin Gimpel 14 106 0 06 Jun 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 29 136 0 11 May 2017
Data Augmentation for Low-Resource Neural Machine Translation Marzieh Fadaee Arianna Bisazza Christof Monz 14 465 0 01 May 2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation Ioannis Konstas Srini Iyer Mark Yatskar Yejin Choi Luke Zettlemoyer AIMat 8 302 0 26 Apr 2017
Neural System Combination for Machine Translation Long Zhou Wenpeng Hu Jiajun Zhang Chengqing Zong 27 77 0 21 Apr 2017
Adversarial Neural Machine Translation Lijun Wu Yingce Xia Li Zhao Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu GAN AAML 27 133 0 20 Apr 2017
Building a Neural Machine Translation System Using Only Synthetic Parallel Data Jaehong Park Jongyoon Song Sungroh Yoon SyDa 18 23 0 02 Apr 2017
Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages Raj Dabre Fabien Cromierès Sadao Kurohashi 19 31 0 20 Feb 2017
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation Iacer Calixto Qun Liu N. Campbell 40 179 0 04 Feb 2017
Incorporating Global Visual Features into Attention-Based Neural Machine Translation Iacer Calixto Qun Liu Nick Campbell 32 154 0 23 Jan 2017
An Empirical Comparison of Simple Domain Adaptation Methods for Neural Machine Translation Chenhui Chu Raj Dabre Sadao Kurohashi 16 62 0 12 Jan 2017
A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions Antonio Toral Víctor M. Sánchez-Cartagena 14 146 0 11 Jan 2017
Fast Domain Adaptation for Neural Machine Translation Markus Freitag Yaser Al-Onaizan 6 199 0 20 Dec 2016
Domain specialization: a post-training domain adaptation for Neural Machine Translation Christophe Servan Josep Crego Jean Senellart AI4CE 31 48 0 19 Dec 2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 33 239 0 25 Nov 2016
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 179 784 0 16 Nov 2016
Neural Machine Translation with Pivot Languages Yong Cheng Yang Liu Qian Yang Maosong Sun Wenyuan Xu 13 96 0 15 Nov 2016
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder Thanh-Le Ha Jan Niehues A. Waibel AI4CE 21 289 0 15 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 32 281 0 08 Nov 2016
The Neural Noisy Channel Lei Yu Phil Blunsom Chris Dyer Edward Grefenstette Tomás Kociský 28 67 0 08 Nov 2016
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 17 846 0 01 Nov 2016
Bridging Neural Machine Translation and Bilingual Dictionaries Jiajun Zhang Chengqing Zong 60 54 0 24 Oct 2016
Neural Machine Translation Advised by Statistical Machine Translation Xing Wang Zhengdong Lu Zhaopeng Tu Hang Li Deyi Xiong Min Zhang 25 88 0 17 Oct 2016
One Sentence One Model for Neural Machine Translation Xiaoqing Li Jiajun Zhang Chengqing Zong AI4CE 128 62 0 21 Sep 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 16 120 0 09 Aug 2016
Context-Dependent Word Representation for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 23 89 0 03 Jul 2016
Compression of Neural Machine Translation Models via Pruning A. See Minh-Thang Luong Christopher D. Manning MedIm VLM 23 221 0 29 Jun 2016
The Edit Distance Transducer in Action: The University of Cambridge English-German System at WMT16 Felix Stahlberg Eva Hasler Bill Byrne 27 7 0 15 Jun 2016
Semi-Supervised Learning for Neural Machine Translation Yong Cheng Wenyuan Xu Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 32 250 0 15 Jun 2016
Zero-Resource Translation with Multi-Lingual Neural Machine Translation Orhan Firat B. Sankaran Yaser Al-Onaizan Fatoş T. Yarman Vural Kyunghyun Cho 16 275 0 13 Jun 2016
Linguistic Input Features Improve Neural Machine Translation Rico Sennrich Barry Haddow AI4CE 25 380 0 09 Jun 2016
Edinburgh Neural Machine Translation Systems for WMT 16 Rico Sennrich Barry Haddow Alexandra Birch 11 524 0 09 Jun 2016
Can neural machine translation do simultaneous translation? Kyunghyun Cho Masha Esipova 16 153 0 07 Jun 2016
Incorporating Discrete Translation Lexicons into Neural Machine Translation Philip Arthur Graham Neubig Satoshi Nakamura 22 209 0 07 Jun 2016
Neural Machine Translation with External Phrase Memory Yaohua Tang Fandong Meng Zhengdong Lu Hang Li Philip L. H. Yu NAI 31 51 0 06 Jun 2016
Variational Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su Hong Duan Min Zhang VLM DRL 32 203 0 25 May 2016
The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT Marcin Junczys-Dowmunt Tomasz Dwojak Rico Sennrich AIMat 14 60 0 16 May 2016
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing Marcin Junczys-Dowmunt Roman Grundkiewicz 14 108 0 16 May 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 20 10 0 11 May 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 23 42 0 16 Apr 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 231 623 0 06 Jan 2016
Mutual Information and Diverse Decoding Improve Neural Machine Translation Jiwei Li Dan Jurafsky 21 120 0 04 Jan 2016
Minimum Risk Training for Neural Machine Translation Shiqi Shen Yong Cheng Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 10 469 0 08 Dec 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015