Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)

Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor 2019-08 Association for Computational Linguistics Florence, Italy text conference publication ws-2019-machine-translation https://aclanthology.org/W19-5300/ Findings of the 2019 Conference on Machine Translation (WMT19) Loïc Barrault author Ondřej Bojar author Marta R Costa-jussà author Christian Federmann author Mark Fishel author Yvette Graham author Barry Haddow author Matthias Huck author Philipp Koehn author Shervin Malmasi author Christof Monz author Mathias Müller author Santanu Pal author Matt Post author Marcos Zampieri author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication barrault-etal-2019-findings 10.18653/v1/W19-5301 https://aclanthology.org/W19-5301/ 2019-08 1 61 Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges Qingsong Ma author Johnny Wei author Ondřej Bojar author Yvette Graham author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication ma-etal-2019-results 10.18653/v1/W19-5302 https://aclanthology.org/W19-5302/ 2019-08 62 90 Findings of the First Shared Task on Machine Translation Robustness Xian Li author Paul Michel author Antonios Anastasopoulos author Yonatan Belinkov author Nadir Durrani author Orhan Firat author Philipp Koehn author Graham Neubig author Juan Pino author Hassan Sajjad author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication li-etal-2019-findings 10.18653/v1/W19-5303 https://aclanthology.org/W19-5303/ 2019-08 91 102 The University of Edinburgh’s Submissions to the WMT19 News Translation Task Rachel Bawden author Nikolay Bogoychev author Ulrich Germann author Roman Grundkiewicz author Faheem Kirefu author Antonio Valerio Miceli Barone author Alexandra Birch author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication bawden-etal-2019-university 10.18653/v1/W19-5304 https://aclanthology.org/W19-5304/ 2019-08 103 115 GTCOM Neural Machine Translation Systems for WMT19 Chao Bei author Hao Zong author Conghu Yuan author Qingming Liu author Baoyong Fan author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication bei-etal-2019-gtcom 10.18653/v1/W19-5305 https://aclanthology.org/W19-5305/ 2019-08 116 121 Machine Translation with parfda, Moses, kenlm, nplm, and PRO Ergun Biçici author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication bicici-2019-machine 10.18653/v1/W19-5306 https://aclanthology.org/W19-5306/ 2019-08 122 128 LIUM’s Contributions to the WMT2019 News Translation Task: Data and Systems for German-French Language Pairs Fethi Bougares author Jane Wottawa author Anne Baillot author Loïc Barrault author Adrien Bardet author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication bougares-etal-2019-liums 10.18653/v1/W19-5307 https://aclanthology.org/W19-5307/ 2019-08 129 133 The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19 Eleftheria Briakou author Marine Carpuat author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication briakou-carpuat-2019-university 10.18653/v1/W19-5308 https://aclanthology.org/W19-5308/ 2019-08 134 140 DBMS-KU Interpolation for WMT19 News Translation Task Sari Dewi Budiwati author Al Hafiz Akbar Maulana Siagian author Tirana Noor Fatyanosa author Masayoshi Aritsugi author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication budiwati-etal-2019-dbms 10.18653/v1/W19-5309 https://aclanthology.org/W19-5309/ 2019-08 141 146 Lingua Custodia at WMT’19: Attempts to Control Terminology Franck Burlot author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication burlot-2019-lingua 10.18653/v1/W19-5310 https://aclanthology.org/W19-5310/ 2019-08 147 154 The TALP-UPC Machine Translation Systems for WMT19 News Translation Task: Pivoting Techniques for Low Resource MT Noe Casas author José A R Fonollosa author Carlos Escolano author Christine Basta author Marta R Costa-jussà author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication casas-etal-2019-talp 10.18653/v1/W19-5311 https://aclanthology.org/W19-5311/ 2019-08 155 162 Kyoto University Participation to the WMT 2019 News Shared Task Fabien Cromieres author Sadao Kurohashi author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication cromieres-kurohashi-2019-kyoto 10.18653/v1/W19-5312 https://aclanthology.org/W19-5312/ 2019-08 163 167 NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task Raj Dabre author Kehai Chen author Benjamin Marie author Rui Wang author Atsushi Fujita author Masao Utiyama author Eiichiro Sumita author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication dabre-etal-2019-nicts 10.18653/v1/W19-5313 https://aclanthology.org/W19-5313/ 2019-08 168 174 The University of Sydney’s Machine Translation System for WMT19 Liang Ding author Dacheng Tao author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication ding-tao-2019-university 10.18653/v1/W19-5314 https://aclanthology.org/W19-5314/ 2019-08 175 182 UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems Cristina España-Bonet author Dana Ruiter author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication espana-bonet-ruiter-2019-uds 10.18653/v1/W19-5315 https://aclanthology.org/W19-5315/ 2019-08 183 190 The IIIT-H Gujarati-English Machine Translation System for WMT19 Vikrant Goyal author Dipti Misra Sharma author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication goyal-sharma-2019-iiit 10.18653/v1/W19-5316 https://aclanthology.org/W19-5316/ 2019-08 191 195 Kingsoft’s Neural Machine Translation System for WMT19 Xinze Guo author Chang Liu author Xiaolong Li author Yiran Wang author Guoliang Li author Feng Wang author Zhitao Xu author Liuyi Yang author Li Ma author Changliang Li author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication guo-etal-2019-kingsofts 10.18653/v1/W19-5317 https://aclanthology.org/W19-5317/ 2019-08 196 202 The AFRL WMT19 Systems: Old Favorites and New Tricks Jeremy Gwinnup author Grant Erdmann author Tim Anderson author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication gwinnup-etal-2019-afrl 10.18653/v1/W19-5318 https://aclanthology.org/W19-5318/ 2019-08 203 208 Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models Chris Hokamp author John Glover author Demian Gholipour Ghalandari author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication hokamp-etal-2019-evaluating 10.18653/v1/W19-5319 https://aclanthology.org/W19-5319/ 2019-08 209 217 The MLLP-UPV Supervised Machine Translation Systems for WMT19 News Translation Task Javier Iranzo-Sánchez author Gonçal V Garcés Díaz-Munío author Jorge Civera author Alfons Juan author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication iranzo-sanchez-etal-2019-mllp 10.18653/v1/W19-5320 https://aclanthology.org/W19-5320/ 2019-08 218 224 Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation Marcin Junczys-Dowmunt author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication junczys-dowmunt-2019-microsoft 10.18653/v1/W19-5321 https://aclanthology.org/W19-5321/ 2019-08 225 233 CUNI Submission for Low-Resource Languages in WMT News 2019 Tom Kocmi author Ondřej Bojar author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication kocmi-bojar-2019-cuni 10.18653/v1/W19-5322 https://aclanthology.org/W19-5322/ 2019-08 234 240 CUNI Systems for the Unsupervised News Translation Task in WMT 2019 Ivana Kvapilíková author Dominik Macháček author Ondřej Bojar author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication kvapilikova-etal-2019-cuni 10.18653/v1/W19-5323 https://aclanthology.org/W19-5323/ 2019-08 241 248 A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task Zhenhao Li author Lucia Specia author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication li-specia-2019-comparison 10.18653/v1/W19-5324 https://aclanthology.org/W19-5324/ 2019-08 249 256 The NiuTrans Machine Translation Systems for WMT19 Bei Li author Yinqiao Li author Chen Xu author Ye Lin author Jiqiang Liu author Hui Liu author Ziyang Wang author Yuhao Zhang author Nuo Xu author Zeyang Wang author Kai Feng author Hexuan Chen author Tengbo Liu author Yanyang Li author Qiang Wang author Tong Xiao author Jingbo Zhu author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication li-etal-2019-niutrans 10.18653/v1/W19-5325 https://aclanthology.org/W19-5325/ 2019-08 257 266 Multi-Source Transformer for Kazakh-Russian-English Neural Machine Translation Patrick Littell author Chi-kiu Lo author Samuel Larkin author Darlene Stewart author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication littell-etal-2019-multi 10.18653/v1/W19-5326 https://aclanthology.org/W19-5326/ 2019-08 267 274 Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu author Yan Xu author Genta Indra Winata author Pascale Fung author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication liu-etal-2019-incorporating-word 10.18653/v1/W19-5327 https://aclanthology.org/W19-5327/ 2019-08 275 282 JUMT at WMT2019 News Translation Task: A Hybrid Approach to Machine Translation for Lithuanian to English Sainik Kumar Mahata author Avishek Garain author Adityar Rayala author Dipankar Das author Sivaji Bandyopadhyay author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication mahata-etal-2019-jumt 10.18653/v1/W19-5328 https://aclanthology.org/W19-5328/ 2019-08 283 286 Johns Hopkins University Submission for WMT News Translation Task Kelly Marchisio author Yash Kumar Lal author Philipp Koehn author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication marchisio-etal-2019-johns 10.18653/v1/W19-5329 https://aclanthology.org/W19-5329/ 2019-08 287 293 NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task Benjamin Marie author Haipeng Sun author Rui Wang author Kehai Chen author Atsushi Fujita author Masao Utiyama author Eiichiro Sumita author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication marie-etal-2019-nicts 10.18653/v1/W19-5330 https://aclanthology.org/W19-5330/ 2019-08 294 301 PROMT Systems for WMT 2019 Shared Translation Task Alexander Molchanov author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication molchanov-2019-promt 10.18653/v1/W19-5331 https://aclanthology.org/W19-5331/ 2019-08 302 307 JU-Saarland Submission to the WMT2019 English–Gujarati Translation Shared Task Riktim Mondal author Shankha Raj Nayek author Aditya Chowdhury author Santanu Pal author Sudip Kumar Naskar author Josef van Genabith author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication mondal-etal-2019-ju 10.18653/v1/W19-5332 https://aclanthology.org/W19-5332/ 2019-08 308 313 Facebook FAIR’s WMT19 News Translation Task Submission Nathan Ng author Kyra Yee author Alexei Baevski author Myle Ott author Michael Auli author Sergey Edunov author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication ng-etal-2019-facebook 10.18653/v1/W19-5333 https://aclanthology.org/W19-5333/ 2019-08 314 319 eTranslation’s Submissions to the WMT 2019 News Translation Task Csaba Oravecz author Katina Bontcheva author Adrien Lardilleux author László Tihanyi author Andreas Eisele author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication oravecz-etal-2019-etranslations 10.18653/v1/W19-5334 https://aclanthology.org/W19-5334/ 2019-08 320 326 Tilde’s Machine Translation Systems for WMT 2019 Marcis Pinnis author Rihards Krišlauks author Matīss Rikters author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication pinnis-etal-2019-tildes 10.18653/v1/W19-5335 https://aclanthology.org/W19-5335/ 2019-08 327 334 Apertium-fin-eng–Rule-based Shallow Machine Translation for WMT 2019 Shared Task Tommi A Pirinen author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication pirinen-2019-apertium 10.18653/v1/W19-5336 https://aclanthology.org/W19-5336/ 2019-08 335 341 English-Czech Systems in WMT19: Document-Level Transformer Martin Popel author Dominik Macháček author Michal Auersperger author Ondřej Bojar author Pavel Pecina author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication popel-etal-2019-english 10.18653/v1/W19-5337 https://aclanthology.org/W19-5337/ 2019-08 342 348 The RWTH Aachen University Machine Translation Systems for WMT 2019 Jan Rosendahl author Christian Herold author Yunsu Kim author Miguel Graça author Weiyue Wang author Parnia Bahar author Yingbo Gao author Hermann Ney author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication rosendahl-etal-2019-rwth 10.18653/v1/W19-5338 https://aclanthology.org/W19-5338/ 2019-08 349 355 The Universitat d’Alacant Submissions to the English-to-Kazakh News Translation Task at WMT 2019 Víctor M Sánchez-Cartagena author Juan Antonio Pérez-Ortiz author Felipe Sánchez-Martínez author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication sanchez-cartagena-etal-2019-universitat 10.18653/v1/W19-5339 https://aclanthology.org/W19-5339/ 2019-08 356 363 CUED@WMT19:EWC&LMs Felix Stahlberg author Danielle Saunders author Adrià de Gispert author Bill Byrne author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication stahlberg-etal-2019-cued 10.18653/v1/W19-5340 https://aclanthology.org/W19-5340/ 2019-08 364 373 Baidu Neural Machine Translation Systems for WMT19 Meng Sun author Bojian Jiang author Hao Xiong author Zhongjun He author Hua Wu author Haifeng Wang author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication sun-etal-2019-baidu 10.18653/v1/W19-5341 https://aclanthology.org/W19-5341/ 2019-08 374 381 University of Tartu’s Multilingual Multi-domain WMT19 News Translation Shared Task Submission Andre Tättar author Elizaveta Korotkova author Mark Fishel author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication tattar-etal-2019-university 10.18653/v1/W19-5342 https://aclanthology.org/W19-5342/ 2019-08 382 385 Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data Antonio Toral author Lukas Edman author Galiya Yeshmagambetova author Jennifer Spenader author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication toral-etal-2019-neural 10.18653/v1/W19-5343 https://aclanthology.org/W19-5343/ 2019-08 386 392 The LMU Munich Unsupervised Machine Translation System for WMT19 Dario Stojanovski author Viktor Hangya author Matthias Huck author Alexander Fraser author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication stojanovski-etal-2019-lmu 10.18653/v1/W19-5344 https://aclanthology.org/W19-5344/ 2019-08 393 399 Combining Local and Document-Level Context: The LMU Munich Neural Machine Translation System at WMT19 Dario Stojanovski author Alexander Fraser author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication stojanovski-fraser-2019-combining 10.18653/v1/W19-5345 https://aclanthology.org/W19-5345/ 2019-08 400 406 IITP-MT System for Gujarati-English News Translation Task at WMT 2019 Sukanta Sen author Kamal Kumar Gupta author Asif Ekbal author Pushpak Bhattacharyya author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication sen-etal-2019-iitp 10.18653/v1/W19-5346 https://aclanthology.org/W19-5346/ 2019-08 407 411 The University of Helsinki Submissions to the WMT19 News Translation Task Aarne Talman author Umut Sulubacak author Raúl Vázquez author Yves Scherrer author Sami Virpioja author Alessandro Raganato author Arvi Hurskainen author Jörg Tiedemann author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication talman-etal-2019-university 10.18653/v1/W19-5347 https://aclanthology.org/W19-5347/ 2019-08 412 423 Microsoft Research Asia’s Systems for WMT19 Yingce Xia author Xu Tan author Fei Tian author Fei Gao author Di He author Weicong Chen author Yang Fan author Linyuan Gong author Yichong Leng author Renqian Luo author Yiren Wang author Lijun Wu author Jinhua Zhu author Tao Qin author Tie-Yan Liu author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication xia-etal-2019-microsoft 10.18653/v1/W19-5348 https://aclanthology.org/W19-5348/ 2019-08 424 433 The En-Ru Two-way Integrated Machine Translation System Based on Transformer Doron Yu author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication yu-2019-en 10.18653/v1/W19-5349 https://aclanthology.org/W19-5349/ 2019-08 434 439 DFKI-NMT Submission to the WMT19 News Translation Task Jingyi Zhang author Josef van Genabith author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication zhang-van-genabith-2019-dfki 10.18653/v1/W19-5350 https://aclanthology.org/W19-5350/ 2019-08 440 444 Linguistic Evaluation of German-English Machine Translation Using a Test Suite Eleftherios Avramidis author Vivien Macketanz author Ursula Strohriegel author Hans Uszkoreit author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication avramidis-etal-2019-linguistic 10.18653/v1/W19-5351 https://aclanthology.org/W19-5351/ 2019-08 445 454 A Test Suite and Manual Evaluation of Document-Level NMT at WMT19 Kateřina Rysová author Magdaléna Rysová author Tomáš Musil author Lucie Poláková author Ondřej Bojar author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication rysova-etal-2019-test 10.18653/v1/W19-5352 https://aclanthology.org/W19-5352/ 2019-08 455 463 Evaluating Conjunction Disambiguation on English-to-German and French-to-German WMT 2019 Translation Hypotheses Maja Popović author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication popovic-2019-evaluating 10.18653/v1/W19-5353 https://aclanthology.org/W19-5353/ 2019-08 464 469 The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine Translation Alessandro Raganato author Yves Scherrer author Jörg Tiedemann author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication raganato-etal-2019-mucow 10.18653/v1/W19-5354 https://aclanthology.org/W19-5354/ 2019-08 470 480 SAO WMT19 Test Suite: Machine Translation of Audit Reports Tereza Vojtěchová author Michal Novák author Miloš Klouček author Ondřej Bojar author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication vojtechova-etal-2019-sao 10.18653/v1/W19-5355 https://aclanthology.org/W19-5355/ 2019-08 481 493 WMDO: Fluency-based Word Mover’s Distance for Machine Translation Evaluation Julian Chow author Lucia Specia author Pranava Madhyastha author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication chow-etal-2019-wmdo 10.18653/v1/W19-5356 https://aclanthology.org/W19-5356/ 2019-08 494 500 Meteor++ 2.0: Adopt Syntactic Level Paraphrase Knowledge into Machine Translation Evaluation Yinuo Guo author Junfeng Hu author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication guo-hu-2019-meteor 10.18653/v1/W19-5357 https://aclanthology.org/W19-5357/ 2019-08 501 506 YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available Resources Chi-kiu Lo author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication lo-2019-yisi 10.18653/v1/W19-5358 https://aclanthology.org/W19-5358/ 2019-08 507 513 EED: Extended Edit Distance Measure for Machine Translation Peter Stanchev author Weiyue Wang author Hermann Ney author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication stanchev-etal-2019-eed 10.18653/v1/W19-5359 https://aclanthology.org/W19-5359/ 2019-08 514 520 Filtering Pseudo-References by Paraphrasing for Automatic Evaluation of Machine Translation Ryoma Yoshimura author Hiroki Shimanaka author Yukio Matsumura author Hayahide Yamagishi author Mamoru Komachi author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication yoshimura-etal-2019-filtering 10.18653/v1/W19-5360 https://aclanthology.org/W19-5360/ 2019-08 521 525 Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task Alexandre Berard author Ioan Calapodescu author Claude Roux author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication berard-etal-2019-naver 10.18653/v1/W19-5361 https://aclanthology.org/W19-5361/ 2019-08 526 532 NICT’s Supervised Neural Machine Translation Systems for the WMT19 Translation Robustness Task Raj Dabre author Eiichiro Sumita author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication dabre-sumita-2019-nicts-supervised 10.18653/v1/W19-5362 https://aclanthology.org/W19-5362/ 2019-08 533 536 System Description: The Submission of FOKUS to the WMT 19 Robustness Task Cristian Grozea author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication grozea-2019-system 10.18653/v1/W19-5363 https://aclanthology.org/W19-5363/ 2019-08 537 538 CUNI System for the WMT19 Robustness Task Jindřich Helcl author Jindřich Libovický author Martin Popel author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication helcl-etal-2019-cuni 10.18653/v1/W19-5364 https://aclanthology.org/W19-5364/ 2019-08 539 543 NTT’s Machine Translation Systems for WMT19 Robustness Task Soichiro Murakami author Makoto Morishita author Tsutomu Hirao author Masaaki Nagata author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication murakami-etal-2019-ntts 10.18653/v1/W19-5365 https://aclanthology.org/W19-5365/ 2019-08 544 551 JHU 2019 Robustness Task System Description Matt Post author Kevin Duh author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication post-duh-2019-jhu 10.18653/v1/W19-5366 https://aclanthology.org/W19-5366/ 2019-08 552 558 Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report Renjie Zheng author Hairong Liu author Mingbo Ma author Baigong Zheng author Liang Huang author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication zheng-etal-2019-robust 10.18653/v1/W19-5367 https://aclanthology.org/W19-5367/ 2019-08 559 564 Improving Robustness of Neural Machine Translation with Multi-task Learning Shuyan Zhou author Xiangkai Zeng author Yingqi Zhou author Antonios Anastasopoulos author Graham Neubig author 2019-08 text Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) Ondřej Bojar editor Rajen Chatterjee editor Christian Federmann editor Mark Fishel editor Yvette Graham editor Barry Haddow editor Matthias Huck editor Antonio Jimeno Yepes editor Philipp Koehn editor André Martins editor Christof Monz editor Matteo Negri editor Aurélie Névéol editor Mariana Neves editor Matt Post editor Marco Turchi editor Karin Verspoor editor Association for Computational Linguistics Florence, Italy conference publication zhou-etal-2019-improving 10.18653/v1/W19-5368 https://aclanthology.org/W19-5368/ 2019-08 565 571