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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 Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur


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Joint translation and unit conversion for end-to-end localization


Apr 10, 2020
Georgiana Dinu, Prashant Mathur, Marcello Federico, Stanislas Lauly, Yaser Al-Onaizan


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From Speech-to-Speech Translation to Automatic Dubbing


Feb 02, 2020
Marcello Federico, Robert Enyedi, Roberto Barra-Chicote, Ritwik Giri, Umut Isik, Arvindh Krishnaswamy, Hassan Sawaf

* 5 pages, 4 figures 

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Adapting Multilingual Neural Machine Translation to Unseen Languages


Oct 30, 2019
Surafel M. Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi

* Accepted at the 16th International Workshop on Spoken Language Translation (IWSLT), November, 2019 

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Controlling the Output Length of Neural Machine Translation


Oct 25, 2019
Surafel Melaku Lakew, Mattia Di Gangi, Marcello Federico

* To appear at the 16th International Workshop on Spoken Language Translation (IWSLT), 2019 

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Robust Neural Machine Translation for Clean and Noisy Speech Transcripts


Oct 22, 2019
Mattia Antonino Di Gangi, Robert Enyedi, Alessandra Brusadin, Marcello Federico

* 6 pages, accepted at IWSLT 2019 

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On the Importance of Word Boundaries in Character-level Neural Machine Translation


Oct 21, 2019
Duygu Ataman, Orhan Firat, Mattia A. Di Gangi, Marcello Federico, Alexandra Birch

* To appear at the 3rd Workshop on Neural Generation and Translation (WNGT 2019) 

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Multilingual Neural Machine Translation for Zero-Resource Languages


Sep 16, 2019
Surafel M. Lakew, Marcello Federico, Matteo Negri, Marco Turchi

* 15 pages, Published on Italian Journal of Computational Linguistics (IJCoL) -- Multilingual Neural Machine Translation for Low-Resource Languages, June 2018 

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Training Neural Machine Translation To Apply Terminology Constraints


Jun 03, 2019
Georgiana Dinu, Prashant Mathur, Marcello Federico, Yaser Al-Onaizan

* Accepted as a short paper at ACL 2019 

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Phonetically-Oriented Word Error Alignment for Speech Recognition Error Analysis in Speech Translation


Apr 24, 2019
Nicholas Ruiz, Marcello Federico

* IEEE Workshop on Automatic Speech Recognition and Understanding, December 2015 

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Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors


Apr 24, 2019
Nicholas Ruiz, Mattia Antonino Di Gangi, Nicola Bertoldi, Marcello Federico

* Interspeech 2017 

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Improving Zero-Shot Translation of Low-Resource Languages


Nov 04, 2018
Surafel M. Lakew, Quintino F. Lotito, Matteo Negri, Marco Turchi, Marcello Federico

* Published at the International Workshop on Spoken Language Translation (IWSLT), Tokyo, Japan, December 2017 

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Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary


Nov 03, 2018
Surafel M. Lakew, Aliia Erofeeva, Matteo Negri, Marcello Federico, Marco Turchi

* Published at the International Workshop on Spoken Language Translation (IWSLT), 2018 

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Neural Machine Translation into Language Varieties


Nov 02, 2018
Surafel M. Lakew, Aliia Erofeeva, Marcello Federico

* Published at EMNLP 2018: third conference on machine translation (WMT 2018) 

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A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation


Jun 20, 2018
Surafel M. Lakew, Mauro Cettolo, Marcello Federico

* 12 pages, to appear on the 27th International Conference on Computational Linguistics (COLING 2018) 

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Deep Neural Machine Translation with Weakly-Recurrent Units


May 10, 2018
Mattia Antonino Di Gangi, Marcello Federico

* 10 pages, 3 figures, accepted as a conference paper at the 21st Annual Conference of the European Association for Machine Translation (EAMT) 2018 

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Compositional Representation of Morphologically-Rich Input for Neural Machine Translation


May 05, 2018
Duygu Ataman, Marcello Federico

* Accepted at ACL 2018 

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Linguistically Motivated Vocabulary Reduction for Neural Machine Translation from Turkish to English


Jul 31, 2017
Duygu Ataman, Matteo Negri, Marco Turchi, Marcello Federico

* The Prague Bulletin of Mathematical Linguistics. No. 108, 2017, pp. 331-342 
* The 20th Annual Conference of the European Association for Machine Translation (EAMT), Research Paper, 12 pages 

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Neural versus Phrase-Based Machine Translation Quality: a Case Study


Oct 09, 2016
Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, Marcello Federico

* Conference on Empirical Methods in Natural Language Processing (EMNLP), November 1-5, 2016, Austin, Texas, USA 

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A Survey of Word Reordering in Statistical Machine Translation: Computational Models and Language Phenomena


Mar 14, 2016
Arianna Bisazza, Marcello Federico

* Computational Linguistics, Vol. 42, No. 2: 163-205, MIT Press (June 2016) 
* 44 pages, to appear in Computational Linguistics 

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