Myle Ott
8 papers in the PaperMetrix corpus
Papers by this author
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Facebook FAIR’s WMT19 News Translation Task Submission
2019
This paper describes Facebook FAIR's submission to the WMT19 shared news translation task. We participate in four language directions, English German and English Russian in both directions. Following our submission from last year, our baseline …
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Understanding Back-Translation at Scale
2018 · arXiv (Cornell University)
An effective method to improve neural machine translation with monolingual data is to augment the parallel training corpus with back-translations of target language sentences. This work broadens the understanding of back-translation and investigates a number …
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The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
2019
Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc’Aurelio Ranzato. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on …
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fairseq: A Fast, Extensible Toolkit for Sequence Modeling
2019
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations). 2019.
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Phrase-Based & Neural Unsupervised Machine Translation
2018
Machine translation systems achieve near human-level performance on some languages, yet their effectiveness strongly relies on the availability of large amounts of parallel sentences, which hinders their applicability to the majority of language pairs. This …
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Unsupervised Cross-lingual Representation Learning at Scale
2020
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020.
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Recipes for Building an Open-Domain Chatbot
2021
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston. Proceedings of the 16th Conference of the European Chapter of the Association …
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Analysing Off-The-Shelf Options for Question Answering with Portuguese FAQs
2022 · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)
Following the current interest in developing automatic question answering systems, we analyse alternative approaches for finding suitable answers from a list of Frequently Asked Questions (FAQs), in Portuguese. These rely on different technologies, some more …