DOBF: A Deobfuscation Pre-Training Objective for Programming Languages
Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample
People
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.
Interests
Unsupervised learning, deep reinforcement learning and natural language processing
Latest Publications
NeurIPS - 2021
Learning advanced mathematical computations from examples
François Charton, Amaury Hayat, Guillaume Lample
Unsupervised Translation of Programming Languages
Baptiste Rozière, Marie-Anne Lachaux, Lowik Chanussot, Guillaume Lample
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
Francisco (Paco) Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato
Multiple-Attribute Text Rewriting
Guillaume Lample, Sandeep Subramanian, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato