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AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages


Apr 18, 2021
Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando A. Coto Solano, Ngoc Thang Vu, Katharina Kann


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Quality Estimation without Human-labeled Data


Feb 08, 2021
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzm√°n, Lucia Specia

* Accepted by EACL2021 

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Beyond English-Centric Multilingual Machine Translation


Oct 21, 2020
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin


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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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Self-training Improves Pre-training for Natural Language Understanding


Oct 05, 2020
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Ves Stoyanov, Alexis Conneau

* 8 pages 

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Multilingual Translation with Extensible Multilingual Pretraining and Finetuning


Aug 02, 2020
Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan

* 10 pages (main) + 5 pages (appendices). 9 tables and 2 figures 

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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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CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data


Nov 15, 2019
Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzm√°n, Armand Joulin, Edouard Grave


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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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Unsupervised Cross-lingual Representation Learning at Scale


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

* 12 pages, 7 figures 

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Facebook AI's WAT19 Myanmar-English Translation Task Submission


Oct 15, 2019
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato

* The 6th Workshop on Asian Translation 

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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 Guzm√°n

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


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