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Improving Zero-Shot Translation by Disentangling Positional Information

Dec 30, 2020
Danni Liu, Jan Niehues, James Cross, Francisco Guzmán, Xian Li


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MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset

Oct 09, 2020
Marina Fomicheva, Shuo Sun, Erick Fonseca, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins


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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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Unsupervised Quality Estimation for Neural Machine Translation

May 21, 2020
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia

* Accepted for publication in TACL 

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Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance

Jan 31, 2020
Ahmed El-Kishky, Francisco Guzmán


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Machine Translation Evaluation Meets Community Question Answering

Dec 06, 2019
Francisco Guzmán, Lluís Màrquez, Preslav Nakov

* Annual meeting of the Association for Computational Linguistics (ACL-2016) 
* community question answering, machine translation evaluation, pairwise ranking, learning to rank 

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CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data

Nov 15, 2019
Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave


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Unsupervised Cross-lingual Representation Learning at Scale

Nov 05, 2019
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov

* 12 pages, 7 figures 

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WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia

Jul 16, 2019
Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán

* 13 pages, 3 figures, 6 tables 

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Low-Resource Corpus Filtering using Multilingual Sentence Embeddings

Jun 20, 2019
Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán, Holger Schwenk, Philipp Koehn

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

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

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


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Machine Translation Evaluation with Neural Networks

Oct 05, 2017
Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov

* Computer Speech & Language 45: 180-200 (2017) 
* Machine Translation, Reference-based MT Evaluation, Deep Neural Networks, Distributed Representation of Texts, Textual Similarity 

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Discourse Structure in Machine Translation Evaluation

Oct 04, 2017
Shafiq Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov

* machine translation, machine translation evaluation, discourse analysis. Computational Linguistics, 2017 

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