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DTAI Research Projects FWO: Statistisch relationeel leren van natuurlijke taal
DTAI Projects

FWO: Statistisch relationeel leren van natuurlijke taal

Period: 01-2010 → 12-2013
Subgroup: ml
Type: project
Members:

  • Luc De Raedt

This project wants to investigate how techniques of statistical relational learning can be used for natural language processing. The focus will be on challenging natural langauge processing tasks, such as semantic role labeling, where syntac and semantic depedencies, structured and unstructured data, local and global models, and probabilistic and logical information must be combined with one another. For what concerns statistical relational learning, the emphasis will lie on probabilistic extensions of the programming language Prolog. The project does not only aim at obtaining improved natural language processing techniques but also better algorithms and systems for statistical relational learning.

This is a collaboration with the group of Prof. Walter Daelemans at the University of Antwerp.

FWO (project G048910N)

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