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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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