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.
Interests
Unsupervised learning, deep reinforcement learning and natural language processing
Related Links
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