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Josef van Genabith's
research centers on Natural Language Processing (NLP) and Computational
Linguistics (CL). He is currently Director of the National Centre
for Language Technology (NCLT) at Dublin City University.
In his research, Prof.
van Genabith is particularly interested in the automatic development
of wide-coverage, robust, probabilistic unification grammars based
on treebank resources; formal, logic-based, computational semantics;
machine translation and the application of NLP technology in Computer
Aided Language Learning (CALL) software.
Traditionally, unification
grammars are hand-coded. This is extremely time consuming, expensive
and very difficult to scale. Prof. van Genabith, together with
three research students, has developed a new method for automatically
extracting wide-coverage probabilistic unification (LFG) grammars
from treebank resources. He and his group have applied this methodology
also to German (Tiger treebank) and are planning to migrate it
to other more diverse languages.
Together with Dr.
Any Way, Prof. van Genabith and two research students are currently
working on a project to trick existing, wide-coverage, commercially
available Machine Translation (MT) systems into producing better
translations. The project uses existing technology and tries to
"spoon-feed" MT systems to achieve improved translations.
In the area of computational
semantics, Prof. van Genabith and his colleagues are currently
working on automatically associating the Penn-II treebank with
simple (Quasi-) Logical Forms based on their automatic f-structure
annotation algorithm. In other work with a research student, they
use wide-coverage probabilistic parsers to analyse questions for
open-domain question answering applications. With Dr. John Kelleher
of MIT MediaLab Europe, Prof. van Genabith is working on natural
language interfaces to virtual reality systems and the grounding
of language interpretation in a dynamically evolving visual and
textual discourse context.
Together with colleague
Ms. Monica Ward and a number of research students, Prof. van Genabith
is also working on the integration of "low-level" and "high-level"
NLP technology in CALL (Computer Assisted Language Learning) applications
in primary, secondary and third level education, as well as remedial
education scenarios.
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