Overview

We invite applications for one 2-year Post-doctoral research position
and one 3-year PhD position, starting next Fall at Inria
Lille/University of Lille. Both positions are funded by the French
National Research Funding Agency (ANR), as part of the GRAph-based
machine learning for linguistic Structure Prediction (GRASP)
project. This project is PI’ed by Pascal Denis
<http://researchers.lille.inria.fr/~pdenis/>. Both researchers will be
affiliated with the Magnet Team <https://team.inria.fr/magnet/>, a
joint team between Inria, CNRS, and the University of Lille.

The GRASP project aims at designing new graph-based Machine Learning
algorithms that are better tailored to Natural Language Processing
structured output problems. Focusing on semi-supervised learning
scenarios, we propose to extend current graph-based learning
approaches (e.g., label propagation, manifold regularization) along
two main directions: (i) the use of structured outputs during
inference, and (ii) a graph construction mechanism that is more
dependent on the task objective and more closely related to label
inference. Combined, these two research strands will provide an
important step towards delivering more adaptive (to new domains and
languages), more accurate, and ultimately more useful language
technologies. We mainly target semantic and pragmatic tasks such as
coreference resolution, temporal chronology prediction, and discourse
parsing for which proper Machine Learning solutions are still lacking.

Company:

Inria

Qualifications:

Both candidates should have outstanding research track records,
including a previous degree (Master/PhD) in computer science
(preferably with a specialization in artificial intelligence and/or
machine learning), applied mathematics or computational
linguistics. Strong programming skills are required.

Language requirements:

Candidates are also expected to have an excellent command of English, as well as good academic writing and presentation skills.

Educational level:

Master Degree

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About Inria

Established in 1967, Inria is a french public research institution fully dedicated to computational sciences. Combining computer sciences with mathematics, Inria’s 3,400 researchers strive to invent the digital technologies of the future. Educated at leading international universities, they creatively integrate basic research with applied research and dedicate themselves to solving real problems, collaborating with the main players in public and private research in France and abroad and transferring the fruits of their work to innovative companies. The researchers at Inria published over 4,500 articles in 2013. They are behind over 250 active patents and 110 start-ups. The 168 project teams are distributed in eight research centers located throughout France.