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SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation

Nov 03, 2020
Xutai Ma, Juan Pino, Philipp Koehn


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Streaming Simultaneous Speech Translation with Augmented Memory Transformer

Oct 30, 2020
Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Pino


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TICO-19: the Translation Initiative for Covid-19

Jul 06, 2020
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzm√°n, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp √Ėktem, Eric Paquin, Grace Tang, Sylwia Tur


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Simulated Multiple Reference Training Improves Low-Resource Machine Translation

Apr 30, 2020
Huda Khayrallah, Brian Thompson, Matt Post, Philipp Koehn


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Exploiting Sentence Order in Document Alignment

Apr 30, 2020
Brian Thompson, Philipp Koehn


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When Does Unsupervised Machine Translation Work?

Apr 14, 2020
Kelly Marchisio, Kevin Duh, Philipp Koehn

* Correct typo in Table 3 

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A Massive Collection of Cross-Lingual Web-Document Pairs

Nov 10, 2019
Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzman, Philipp Koehn


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Findings of the First Shared Task on Machine Translation Robustness

Jul 03, 2019
Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad


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Saliency-driven Word Alignment Interpretation for Neural Machine Translation

Jun 27, 2019
Shuoyang Ding, Hainan Xu, Philipp Koehn

* Accepted to WMT 2019 

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Translationese in Machine Translation Evaluation

Jun 24, 2019
Yvette Graham, Barry Haddow, Philipp Koehn

* 17 pages, 8 figures, 9 tables 

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Low-Resource Corpus Filtering using Multilingual Sentence Embeddings

Jun 20, 2019
Vishrav Chaudhary, Yuqing Tang, Francisco Guzm√°n, Holger Schwenk, Philipp Koehn

* Conference on Machine Translation (WMT) 2019 
* 6 pages, WMT 2019 

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Parallelizable Stack Long Short-Term Memory

Apr 06, 2019
Shuoyang Ding, Philipp Koehn

* Accepted to NAACL 2019 Workshop on Structured Prediction for NLP 

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Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English

Feb 04, 2019
Francisco Guzm√°n, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato


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Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation

Sep 14, 2018
Brian Thompson, Huda Khayrallah, Antonios Anastasopoulos, Arya McCarthy, Kevin Duh, Rebecca Marvin, Paul McNamee, Jeremy Gwinnup, Tim Anderson, Philipp Koehn

* to be presented at WMT 2018 

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Character-Aware Decoder for Neural Machine Translation

Sep 11, 2018
Adithya Renduchintala, Pamela Shapiro, Kevin Duh, Philipp Koehn

* 9 pages, 5 figures 

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On the Impact of Various Types of Noise on Neural Machine Translation

May 31, 2018
Huda Khayrallah, Philipp Koehn

* Please cite as: @InProceedings{khayrallah-koehn:2018:WNMT, author = {Khayrallah, Huda and Koehn, Philipp}, title = {On the Impact of Various Types of Noise on Neural Machine Translation}, booktitle = {Proceedings of the Second Workshop on Neural Machine Translation and Generation}, year = {2018}, address = {Melbourne}, publisher = {Association for Computational Linguistics} } 

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Neural Machine Translation

Sep 22, 2017
Philipp Koehn

* 100+ pages 

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Predicting Target Language CCG Supertags Improves Neural Machine Translation

Jul 18, 2017
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch

* Accepted at the Second Conference on Machine Translation (WMT17). This version includes more results regarding target syntax for Romanian->English and reports fewer results regarding source syntax 

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Six Challenges for Neural Machine Translation

Jun 12, 2017
Philipp Koehn, Rebecca Knowles

* 12 pages; First Workshop on Neural Machine Translation, 2017 

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Empirical Methods for Compound Splitting

Feb 22, 2003
Philipp Koehn, Kevin Knight

* 8 pages, 2 figures. Published at EACL 2003 

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