Publications

Lucia Specia, FB, Marina Fomicheva, Erick Fonseca, Vishrav Chaudhary, Francisco Guzmán, André F. T. Martins, (2020). Findings of the WMT 2020 Shared Task on Quality Estimation. In Proceedings of the Fifth Conference on Machine Translation.
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Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, FB, Vishrav Chaudhary, Mark Fishel, Francisco Guzmán, Lucia Specia, (2020). BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task. In Proceedings of the Fifth Conference on Machine Translation.
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Shu Okabe, FB, Lucia Specia, (2020). Mulimodal Quality Estimation for Machine Translation. In Proceeding of the 58th Annual Meeting of the Association for Computational Linguistics (ACL).
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Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, FB, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia, (2020). Unsupervised Quality Estimation for Neural Machine Translation. In To appear at TACL.
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FB, Nikos Aletras, Lucia Specia, (2020). Quality In, Quality Out: Learning from Actual Mistakes. In Proceedings of the 22nd Annual Conference of the European Association for Machine Translation (EAMT).
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Marina Fomicheva, Shuo Sun, Erick Fonseca, FB, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins, (2020). MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. In ArXiv.
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Lucia Specia, FB, Varvara Logacheva, Ramón Astudillo, André Martins, (2018). Findings of the WMT 2018 Shared Task on Quality Estimation. In Proceedings of the Third Conference on Machine Translation, Shared Task Papers.
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Julia Ive, Carolina Scarton, FB, Lucia Specia, (2018). Sheffield Submissions for the WMT18 Quality Estimation Shared Task. In Proceedings of the Third Conference on Machine Translation, Volume 2: Shared Task Papers.
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Julia Ive, FB, Lucia Specia, (2018). DeepQuest: a framework for neural-based Quality Estimation. In Proceedings of COLING 2018, the 27th International Conference on Computational Linguistics..
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Rajen Chatterjee, Matteo Negri, Marco Turchi, FB, Lucia Specia, (2018). Combining Quality Estimation and Automatic Post-editing to Enhance Machine Translation output. In Proceedings of the 13th Biennial Conference of the Association for Machine Translation in the America.
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Rajen Chatterjee, Matteo Negri, Marco Turchi, Marcello Federico, Lucia Specia, FB, (2017). Guiding Neural Machine Translation Decoding with External Knowledge. In Proceedings of the Second Conference on Machine Translation, Volume 1: Research Papers.
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Jan-Thorsten Peter, Hermann Ney, Ondřej Bojar, Ngoc-Quan Pham, Jan Niehues, Alex Waibel, Franck Burlot, François Yvon, Mārcis Pinnis, Valters Sics, Joost Bastings, Miguel Rios, Wilker Aziz, Philip Williams, FB, Lucia Specia, (2017). The QT21 Combined Machine Translation System for English to Latvian. In Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers.
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FB, Carolina Scarton, Lucia Specia, (2017). Bilexical Embeddings for Quality Estimation. In Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers.
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FB, Lucia Specia, Pranava S. Madhyastha, (2017). Exploring Hypotheses Spaces in Neural Machine Translation. In Proceedings of the Machine Translation Summit XVI.
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Lucia Specia, Kim Harris, FB, Aljoscha Burchardt, Viviven Macketanz, Inguna Skadipa, Matteo Negri, Marco Turchi, (2017). Translation Quality and Productivity: A Study on Rich Morphology Languages. In Proceedings of the Machine Translation Summit XVI.
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Varvara Logacheva, FB, Lucia Specia, (2016). USFD's Phrase-level Quality Estimation Systems. In Proceedings of the First Conference on Machine Translation (WMT).
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FB, Xingyi Song, Lucia Specia, (2016). Sheffield Systems for the English-Romanian Translation Task. In Proceedings of the First Conference on Machine Translation (WMT).
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Jan-Thorsten Peter, Tamer Alkhouli, Hermann Ney, Matthias Huck, Fabienne Braune, Alexander Fraser, Aleš Tamchyna, Ondřej Bojar, Barry Haddow, Rico Sennrich, FB, Lucia Specia, Jan Niehues, Alex Waibel, Alexandre Allauzen, Lauriane Aufrant, Franck Burlot, Elena Knyazeva, Thomas Lavergne, François Yvon, (2016). The QT21/HimL Combined Machine Translation System. In Proceedings of the First Conference on Machine Translation (WMT).
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FB, Varvara Logacheva, Lucia Specia, (2016). Phrase Level Segmentation and Labelling of Machine Translation Errors. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016).
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Ahmet Aker, FB, Andres Duque, Marina Fomicheva, Jurica Seva, Kashif Shah, Daniel Beck, (2016). USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box. In Proceedings of SemEval.
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FB, Fethi Bougares, Amir Hazem, Löic Barrault, Holger Schwenk, (2015). Continuous Adaptation to User Feedback for Statistical Machine Translation. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
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FB, Amir Hazem, Fethi Bougares, Loic Barrault, Holger Schwenk, (2015). Project adaptation over several days. In Translation in Transition 2015.
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Kashif Shah, Varvara Logacheva, G Paetzold, FB, Daniel Beck, Fethi Bougares, Lucia Specia, (2015). SHEF-NN: Translation Quality Estimation with Neural Networks. In Proceedings of the Tenth Workshop on Statistical Machine Translation.
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Marcello Federico, Nicola Bertoldi, Mauro Cettolo, Matteo Negri, Marco Turchi, Marco Trombetti, Alessandro Cattelan, Antonio Farina, Domenico Lupinetti, Andrea Marines, Alberto Massidda, Schwenk Holger, Loic Barrault, FB, Philipp Koehn, Christian Buck, Ulrich Germann, (2014). The Matecat Tool. In COLING (Demos).
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FB, (2013). Evolutive Translation Models. In PhD Thesis.
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Patrik Lambert, Holger Schwenk, FB, (2012). Automatic Translation of Scientific Documents in the HAL Archive. In Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12).
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Patrik Lambert, Jean Senellart, Laurent Romary, Holger Schwenk, Florian Zipser, Patrice Lopez, FB, (2012). Collaborative Machine Translation Service for Scientific texts. In Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
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FB, Holger Schwenk, Jean Senellart, (2012). Incremental Adaptation Using Translation Informations and Post-Editing Analysis. In International Workshop on Spoken Language Porcessing (IWLST).
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FB, Jean Senellart, Holger Schwenk, Mirko Plitt, Johann Roturier, (2011). Qualitative Analysis of Post-Editing for High Quality Machine Translation. In Proceedings of the Machine Translation Summit XIII.
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