http://www.europe.naverlabs.com/NAVER-LABS-Europe/Internships


 
The NLP (Natural Language Processing) area of NLE (NAVER LABS Europe, Grenoble; 
previously XRCE: Xerox Research Centre Europe) is opening a research internship 
with the goal of developing training techniques for Neural Machine Translation 
(NMT) going beyond traditional perplexity minimization approaches typical of 
most NMT systems.

The intern will explore and implement techniques that are able to globally 
assess system translations and to use their observations to improve the 
parameters of the underlying neural models. Possible approaches towards this 
goal may involve combinations of Prior Features, GANs, and Reinforcement 
Learning.

The project will be conducted inside the Neural Machine Translation research 
activity at NLE, in relation with a business team responsible for a translation 
application (smartphones, computers) which already has a large userbase in East 
Asia.

The successful candidate should be enrolled in a graduate program, at the 
Master or (preferably) PhD level, with a focus on Deep Learning, NLP, and 
(ideally) Neural Machine Translation.

Strong programming skills and familiarity with one of the major current deep 
learning toolkits (TensorFlow, PyTorch, Keras, …)  are a requirement.

Publication of results in major conferences/journals will be strongly 
encouraged.

Start Date: around January 2018

Duration:  4-5 months

To apply, please send a mail and CV to Ioan Calapodescu and Marc Dymetman (see 
internship page)


 




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