Guillaume Lample

Resident PhD Student

I joined Facebook AI Research as a resident PhD student in August 2016. I’m advised by Marc’Aurelio Ranzato (Facebook) and Ludovic Denoyer (UPMC/LIP6). I graduated from Carnegie Mellon University in 2016, where I was working under the supervision of Chris Dyer. Before that, I received a bachelor’s and master’s degree in mathematics from École Polytechnique.


Unsupervised learning, deep reinforcement learning and natural language processing

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Latest Publications

NeurIPS - November 8, 2021

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages

Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample

ICLR - May 3, 2021

Learning advanced mathematical computations from examples

François Charton, Amaury Hayat, Guillaume Lample

NeurIPS - December 1, 2020

Unsupervised Translation of Programming Languages

Baptiste Rozière, Marie-Anne Lachaux, Lowik Chanussot, Guillaume Lample

EMNLP - October 31, 2019

The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English

Francisco (Paco) Guzman, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato

ICLR - May 6, 2019

Multiple-Attribute Text Rewriting

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

EMNLP 2018 - October 31, 2018

Phrase-Based & Neural Unsupervised Machine Translation

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

EMNLP 2018 - October 29, 2018

XNLI: Evaluating Cross-lingual Sentence Representations

Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Ves Stoyanov

ACL 2018 - July 18, 2018

What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties

Alexis Conneau, Germán Kruszewski, Guillaume Lample, LoÏc Barrault, Marco Baroni

ICLR 2018 - April 30, 2018

Unsupervised Machine Translation Using Monolingual Corpora Only

Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato

ICLR 2018 - April 30, 2018

Word Translation Without Parallel Data

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

NIPS 2017 - December 4, 2017

Fader Networks: Manipulating Images by Sliding Attributes

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