*** Apologies for multiple postings ***
================================================================
Call for participation
"Word Sense Disambiguation: Recent Successes and Future Directions"
A SIGLEX/SENSEVAL Workshop at ACL 2002
University of Pennsylvania
July 11, 2002
================================================================
Description
-----------
The main purpose of the workshop is to discuss recent results in word
sense disambiguation (WSD), with reference to SENSEVAL-2. The second
purpose is to begin planning SENSEVAL-3, the next evaluation exercise for
WSD systems.
SENSEVAL-2, held 5-6 July 2001 in conjunction with ACL-01, unveiled the
results of over 90 systems submitted by 35 teams to tasks in 10 different
languages. At the time, it was not possible to do any in-depth analysis,
so it was agreed to organize a follow-up workshop in 2002 after sufficient
analysis could be done.
The result is this one-day workshop dedicated to "Word Sense
Disambiguation: Recent Successes and Future Directions", with 17 regular
papers accepted for presentation. This includes 4 papers to be presented
in a special session on preposition semantics.
The quality of the submissions was remarkably high. The wide range of
problems addressed in these papers is encouraging, including in-depth
analyses of systems participating in SENSEVAL-2, improvements and new
approaches, comparative results, proposals for application-based
evaluations and for new tasks to be undertaken during SENSEVAL-3. The
workshop culminates in a session to start planning SENSEVAL-3. The central
question is: Can we, and should we, move towards a more-real application
scenario? Panelists will present positions on the aim and scope of
SENSEVAL-3.
We believe that this mixture of interesting approaches, results, and
discussion will provide a better insight into the recent successes in Word
Sense Disambiguation, and will help create a roadmap for future R&D in
this field.
Organized by:
------------
Philip Edmonds, Sharp Laboratories of Europe
Rada Mihalcea, University of Texas at Dallas
Patrick Saint-Dizier, CNRS-IRIT
Program Committee:
-----------------
Rebecca Bruce, University of North Carolina at Asheville
Nicoletta Calzolari, Istituto di Linguistica Computazionale, CNR
Philip Edmonds, Sharp Laboratories of Europe
Adam Kilgarriff, ITRI University of Brighton
Dimitrios Kokkinakis, Göteborg University
Sadao Kurohashi, University of Kyoto
Claudia Leacock, ETS Technologies
Dekang Lin, University of Alberta
Bernardo Magnini, IRST, Trento
Diana McCarthy, University of Sussex
Rada Mihalcea, University of Texas at Dallas
Raymond Mooney, University of Texas at Austin
Hwee Tou Ng, National University of Singapore
Martha Palmer, University of Pennsylvania
Ted Pedersen, University of Minnesota, Duluth
Judita Preiss, University of Cambridge
German Rigau Claramunt, Universitat Politčcnica de Catalunya
Hinrich Schütze, Novation Biosciences
Yorick Wilks, University of Sheffield
David Yarowsky, Johns Hopkins University
Session on Prepositions
-----------------------
Patrick Saint-Dizier, CNRS-IRIT
Bonnie Dorr, UMIACS, University of Maryland
Roger Evans, ITRI, University of Brighton
Paola Merlo, University of Geneva
Keith Miller, University of Illinois at Springfield
Vasile Rus, Southern Methodist University
Glňria Vázquez, Universitat de Lleida
Program
-------
09:15-09:30 Welcome and Introduction
09:30-10:30 Session I (Preposition semantics)
A Multilingual Approach to Disambiguate Prepositions and Case Suffixes
Eneko Agirre, David Martinez, Mikel Lersundi
Digraph Analysis of Dictionary Preposition Definitions
Kenneth Litkowski
Under-Specification and Contextual Variability of Abstract
Prepositions: a Case Study
Alda Mari
Defining and Representing Preposition Senses: a Preliminary Analysis
Emmanuelle Cannesson, Patrick Saint-Dizier
10:30-11:00 Break
11:00-12:30 Session II
A Study of Polysemy and Sense Proximity in the Senseval-2 Test Suite
Irina Chugur and Julio Gonzalo
Assessing System Agreement and Instance Difficulty
in the Lexical Sample Tasks of Senseval-2
Ted Pedersen
Sense Information for Disambiguation:
Confluence of Supervised and Unsupervised Methods
Kenneth Litkowski
Sense Discrimination with Parallel Corpora
Nancy Ide, Tomaz Erjavec, Dan Tufis
Dutch Word Sense Disambiguation: Optimizing the Localness of Context
Veronique Hoste, Walter Daelemans, Iris Hendrickx, Antal van den Bosch
Unsupervised Italian Word Sense Disambiguation using
WordNets and Unlabelled Corpora
Radu Florian and Richard Wicentowski
12:30 - 2:00 Lunch
02:00-03:30 Session III
Combining Heterogeneous Classifiers for Word Sense Disambiguation
Dan Klein, Kristina Toutanova, H. Tolga Ilban, Sepandar D. Kamvar,
Christopher Manning
Evaluating the Effectiveness of Ensembles of Decision Trees in
Disambiguating Senseval Lexical Samples
Ted Pedersen
Combining Contextual Features for Word Sense Disambiguation
Hoa Trang Dang, Martha Palmer
Evaluating the Results of a Memory-Based Word-Expert Approach to
Unrestricted Word Sense Disambiguation
Veronique Hoste, Walter Daelemans, Iris Hendrickx, Antal van den Bosch,
Improving Subcategorization Acquisition with WSD
Judita Preiss, Anna Korhonen
03:30-04:00 Break
04:00-05:30 Session IV:
Lexical Substitution as a Task for WSD Evaluation
Diana McCarthy
Building a Sense Tagged Corpus with Open Mind Word Expert
Timothy Chklovski and Rada Mihalcea
Panel - " Planning Senseval-3 "
This archive was generated by hypermail 2b29 : Thu Jun 20 2002 - 01:00:29 MET DST