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Six Challenges for Neural Machine Translation
Philipp Koehn
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Rebecca Knowles
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Paper Details:
Month: August
Year: 2017
Location: Vancouver
Venue:
NMT |
WS |
Citations
URL
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features
Makoto Morishita
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Jun Suzuki
|
Masaaki Nagata
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A Survey of Domain Adaptation for Neural Machine Translation
Chenhui Chu
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Rui Wang
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Assessing Quality Estimation Models for Sentence-Level Prediction
Hoang Cuong
|
Jia Xu
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Multilingual Neural Machine Translation with Task-Specific Attention
Graeme Blackwood
|
Miguel Ballesteros
|
Todd Ward
|
A Stable and Effective Learning Strategy for Trainable Greedy Decoding
Yun Chen
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Victor O.K. Li
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Kyunghyun Cho
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Samuel Bowman
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Learning To Split and Rephrase From Wikipedia Edit History
Jan A. Botha
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Manaal Faruqui
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John Alex
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Jason Baldridge
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Dipanjan Das
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Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder
Yunsu Kim
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Jiahui Geng
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Hermann Ney
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Rapid Adaptation of Neural Machine Translation to New Languages
Graham Neubig
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Junjie Hu
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Context and Copying in Neural Machine Translation
Rebecca Knowles
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Philipp Koehn
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Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation
Yilin Yang
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Liang Huang
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Mingbo Ma
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Unsupervised Statistical Machine Translation
Mikel Artetxe
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Gorka Labaka
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Eneko Agirre
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Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample
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Myle Ott
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Alexis Conneau
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Ludovic Denoyer
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Marc’Aurelio Ranzato
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Improving Neural Machine Translation through Phrase-based Forced Decoding
Jingyi Zhang
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Masao Utiyama
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Eiichro Sumita
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Graham Neubig
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Satoshi Nakamura
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Neural Lattice Search for Domain Adaptation in Machine Translation
Huda Khayrallah
|
Gaurav Kumar
|
Kevin Duh
|
Matt Post
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Philipp Koehn
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Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation
Toan Q. Nguyen
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David Chiang
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Learning to Actively Learn Neural Machine Translation
Ming Liu
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Wray Buntine
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Gholamreza Haffari
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English-Basque Statistical and Neural Machine Translation
Inigo Jauregi Unanue
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Lierni Garmendia Arratibel
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Ehsan Zare Borzeshi
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Massimo Piccardi
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A Comparative Study of Extremely Low-Resource Transliteration of the World’s Languages
Winston Wu
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David Yarowsky
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Investigating the Influence of Bilingual MWU on Trainee Translation Quality
Yu Yuan
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Serge Sharoff
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Improving Lexical Choice in Neural Machine Translation
Toan Nguyen
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David Chiang
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Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Marcin Junczys-Dowmunt
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Roman Grundkiewicz
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Shubha Guha
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Kenneth Heafield
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Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation
Matt Post
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David Vilar
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Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach
Poorya Zaremoodi
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Gholamreza Haffari
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Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment
Gonzalo Iglesias
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William Tambellini
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Adrià De Gispert
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Eva Hasler
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Bill Byrne
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Pieces of Eight: 8-bit Neural Machine Translation
Jerry Quinn
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Miguel Ballesteros
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Sentence-State LSTM for Text Representation
Yue Zhang
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Qi Liu
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Linfeng Song
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A Simple and Effective Approach to Coverage-Aware Neural Machine Translation
Yanyang Li
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Tong Xiao
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Yinqiao Li
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Qiang Wang
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Changming Xu
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Jingbo Zhu
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Sparse and Constrained Attention for Neural Machine Translation
Chaitanya Malaviya
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Pedro Ferreira
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André F. T. Martins
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Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation
Poorya Zaremoodi
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Wray Buntine
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Gholamreza Haffari
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Neural Lattice Language Models
Jacob Buckman
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Graham Neubig
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Multi-Lingual Phrase-Based Statistical Machine Translation for Arabic-English
Ahmed Bastawisy
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Mohamed Elmahdy
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Context Models for OOV Word Translation in Low-Resource Languages
Angli Liu
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Katrin Kirchhoff
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A Smorgasbord of Features to Combine Phrase-Based and Neural Machine Translation
Benjamin Marie
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Atsushi Fujita
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Exploring Word Sense Disambiguation Abilities of Neural Machine Translation Systems (Non-archival Extended Abstract)
Rebecca Marvin
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Philipp Koehn
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Improving Low Resource Machine Translation using Morphological Glosses (Non-archival Extended Abstract)
Steven Shearing
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Christo Kirov
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Huda Khayrallah
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David Yarowsky
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A Comparison of Machine Translation Paradigms for Use in Black-Box Fuzzy-Match Repair
Rebecca Knowles
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John Ortega
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Philipp Koehn
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SMT versus NMT: Preliminary comparisons for Irish
Meghan Dowling
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Teresa Lynn
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Alberto Poncelas
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Andy Way
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Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records
Mohamad Salimi
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Alla Rozovskaya
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Iterative Back-Translation for Neural Machine Translation
Vu Cong Duy Hoang
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Philipp Koehn
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Gholamreza Haffari
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Trevor Cohn
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Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation
Huda Khayrallah
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Brian Thompson
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Kevin Duh
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Philipp Koehn
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Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Xing Niu
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Michael Denkowski
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Marine Carpuat
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Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation
Anna Currey
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Kenneth Heafield
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Encoder-Decoder Methods for Text Normalization
Massimo Lusetti
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Tatyana Ruzsics
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Anne Göhring
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Tanja Samardžić
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Elisabeth Stark
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A Neural Approach to Language Variety Translation
Marta R. Costa-jussà
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Marcos Zampieri
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Santanu Pal
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Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
Shun Kiyono
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Sho Takase
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Jun Suzuki
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Naoaki Okazaki
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Kentaro Inui
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Masaaki Nagata
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An Operation Sequence Model for Explainable Neural Machine Translation
Felix Stahlberg
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Danielle Saunders
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Bill Byrne
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An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation
Gongbo Tang
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Rico Sennrich
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Joakim Nivre
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Using Monolingual Data in Neural Machine Translation: a Systematic Study
Franck Burlot
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François Yvon
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Correcting Length Bias in Neural Machine Translation
Kenton Murray
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David Chiang
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Trivial Transfer Learning for Low-Resource Neural Machine Translation
Tom Kocmi
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Ondřej Bojar
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NICT’s Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task
Benjamin Marie
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Rui Wang
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Atsushi Fujita
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Masao Utiyama
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Eiichiro Sumita
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The University of Cambridge’s Machine Translation Systems for WMT18
Felix Stahlberg
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Adrià de Gispert
|
Bill Byrne
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The LMU Munich Unsupervised Machine Translation Systems
Dario Stojanovski
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Viktor Hangya
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Matthias Huck
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Alexander Fraser
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The University of Maryland’s Chinese-English Neural Machine Translation Systems at WMT18
Weijia Xu
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Marine Carpuat
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Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task
Brian Tubay
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Marta R. Costa-jussà
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The JHU Parallel Corpus Filtering Systems for WMT 2018
Huda Khayrallah
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Hainan Xu
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Philipp Koehn
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https://www.nist.gov/itl/iad/mig/lorehlt16-
https://github.com/rsennrich/nematus/
http://www.stat.org/moses/
http://www.statmt.org/wmt17/
http://opus.lingfil.uu.se/
http://statmt.org/wmt13/translation-task.html
https://github.com/rsennrich/wmt16-scripts/
https://github.com/rsennrich/nematus/
https://github.com/rsennrich/wmt16-scripts
https://aclweb.org/anthology/D16-1162
http://arxiv.org/pdf/1409.0473v6.pdf
https://aclweb.org/anthology/D16-
http://www.aclweb.org/anthology/W/W16/W16-
http://arxiv.org/abs/1607.01628
http://www.aclweb.org/anthology-new/J/J07/J07-
http://www.aclweb.org/anthology/W14-4012
http://arxiv.org/abs/1610.05540
http://www.aclweb.org/anthology/W/W16/W16-
http://www.aclweb.org/anthology/N13-1073
http://www.aclweb.org/anthology/P/P06/P06-1121
http://www.aclweb.org/anthology/N04-1035.pdf
http://www.aclweb.org/anthology/W13-2233
http://workshop2016.iwslt.org/downloads/IWSLT
http://www.aclweb.org/anthology/D13-
http://www.aclweb.org/anthology/P/P07/P07-2045
http://aclweb.org/anthology/C16-1291
http://www.aclweb.org/anthology/P15-1002
http://arxiv.org/abs/1409.1257
http://aclweb.org/anthology/E17-3017
http://www.aclweb.org/anthology/W/W16/W16-
http://www.aclweb.org/anthology/P16-1162
http://www.aclweb.org/anthology/E17-
http://www.aclweb.org/anthology/P16-1008
http://www.aclweb.org/anthology/W/W08/W08-
http://www.aclweb.org/anthology/W/W16/W16-
http://arxiv.org/abs/1609.08144.pdf
Field Of Study
Task
Machine Translation
Language
Chinese
English
Spanish
Dataset
News
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