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No Language Left Behind: Scaling Human-Centered Machine Translation


Jul 11, 2022
NLLB team, Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loic Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang

* 190 pages 

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Text normalization for endangered languages: the case of Ligurian


Jun 16, 2022
Stefano Lusito, Edoardo Ferrante, Jean Maillard


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OCR Improves Machine Translation for Low-Resource Languages


Mar 13, 2022
Oana Ignat, Jean Maillard, Vishrav Chaudhary, Francisco Guzmán

* Accepted at ACL Findings 2022 

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Multi-task Retrieval for Knowledge-Intensive Tasks


Jan 01, 2021
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oğuz, Veselin Stoyanov, Gargi Ghosh


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Conversational Semantic Parsing


Sep 28, 2020
Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Mike Haeger, Haoran Li, Yashar Mehdad, Ves Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta


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Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing


Jun 03, 2018
Jean Maillard, Stephen Clark

* ACL 2018 workshop on Relevance of Linguistic Structure in Neural Architectures for NLP 

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Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs


May 25, 2017
Jean Maillard, Stephen Clark, Dani Yogatama


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