As some of you know, Saif and I participated in Senseval-3. This is an
international competition between word sense disambiguation systems.
(More info about this event is available at http://www.senseval.org)
The actual evaluation period took place in March, but we have just finished
the papers describing our systems. These papers will be included in the
proceedings of the Senseval workshop that will take place in Barcelona
this summer (which I will not be attending, but perhaps Saif will be a bit
luckier than me. :)

Saif entered his SyntaLex system, which is based on his MS thesis work of
last year. I entered my old Senseval-2 system, plus the unsupervised
SenseRelate system that Sid and Bano have both worked on. I am happy to
report that Saif's system won in the mini-competition between us. :)

Saif's system takes advantage of syntactic and lexical features, while my
supervised systems only use lexical features. This adds further support to
Saif's thesis work (and the subject of the recent CoNLL paper) that
syntactic and lexical features are complimentary and not redundant, at
least to an extent. This is a very interesting question I think, and I
hope that our respective sets of results will lead to interesting post-
Senseval-3 evaluations.  In any case, the papers describing our systems
and results are to be found here:

Complementarity of Lexical and Simple Syntactic Features: The Syntalex
Approach to Senseval-3 (Mohammad and Pedersen) - Appears in the
Proceedings of the Third International Workshop on the Evaluation of
Systems for the Semantic Analysis of Text (Senseval-3), July 25-26,
Barcelona, Spain. http://www.d.umn.edu/~tpederse/Pubs/senseval3-1.pdf

The Duluth Lexical Sample Systems in Senseval-3 (Pedersen) - Appears in
the Proceedings of the Third International Workshop on the Evaluation of
Systems for the Semantic Analysis of Text (Senseval-3), July 25-26,
Barcelona, Spain. http://www.d.umn.edu/~tpederse/Pubs/senseval3-2.pdf

You may also know that Amruta, Tim Chklovski, Rada Mihalcea and I
organized one of the tasks in Senseval-3 (the English-Hindi multilingual
task). There is a paper for that too, but I won't be posting that as the
results of this event are to be kept secret until Barcelona!

Enjoy,
Ted

--
Ted Pedersen
http://www.d.umn.edu/~tpederse


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