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DOBF: A Deobfuscation Pre-Training Objective for Programming Languages


Feb 16, 2021
Baptiste Roziere, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample


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Target Conditioning for One-to-Many Generation


Sep 21, 2020
Marie-Anne Lachaux, Armand Joulin, Guillaume Lample


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Deep Differential System Stability -- Learning advanced computations from examples


Jun 11, 2020
François Charton, Amaury Hayat, Guillaume Lample


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Unsupervised Translation of Programming Languages


Jun 05, 2020
Marie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, Guillaume Lample


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Deep Learning for Symbolic Mathematics


Dec 02, 2019
Guillaume Lample, François Charton


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Large Memory Layers with Product Keys


Jul 10, 2019
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou


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Augmenting Self-attention with Persistent Memory


Jul 02, 2019
Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample, Herve Jegou, Armand Joulin


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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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Cross-lingual Language Model Pretraining


Jan 22, 2019
Guillaume Lample, Alexis Conneau


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Multiple-Attribute Text Style Transfer


Nov 01, 2018
Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau


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XNLI: Evaluating Cross-lingual Sentence Representations


Sep 13, 2018
Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov

* EMNLP 2018 

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Phrase-Based & Neural Unsupervised Machine Translation


Aug 13, 2018
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato

* EMNLP 2018 

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What you can cram into a single vector: Probing sentence embeddings for linguistic properties


Jul 08, 2018
Alexis Conneau, German Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni

* ACL 2018 

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Unsupervised Machine Translation Using Monolingual Corpora Only


Apr 13, 2018
Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato

* ICLR 2018 

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Word Translation Without Parallel Data


Jan 30, 2018
Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou

* ICLR 2018 

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Playing FPS Games with Deep Reinforcement Learning


Jan 29, 2018
Guillaume Lample, Devendra Singh Chaplot

* The authors contributed equally to this work 

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Fader Networks: Manipulating Images by Sliding Attributes


Jan 28, 2018
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato

* NIPS 2017 

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Massively Multilingual Word Embeddings


May 21, 2016
Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, Noah A. Smith


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Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning


May 12, 2016
Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David Mortensen, Alan W Black, Lori Levin, Chris Dyer

* Proceedings of NAACL 2016; 10 pages 

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Neural Architectures for Named Entity Recognition


Apr 07, 2016
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer

* Proceedings of NAACL 2016 

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