LINGUIST List 20.875
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Sat Mar 14 2009
Calls: Semantics/USA
Editor for this issue: Kate Wu
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Directory
1. Ioannis
Klapaftis,
Unsupervised and Minimally Supervised Learning of Lexical Semantics
Message 1: Unsupervised and Minimally Supervised Learning of Lexical Semantics
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Date: 12-Mar-2009
From: Ioannis Klapaftis <gianniscs.york.ac.uk>
Subject: Unsupervised and Minimally Supervised Learning of Lexical Semantics
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Full Title: Unsupervised and Minimally Supervised Learning of Lexical Semantics
Date: 05-Jun-2009 - 05-Jun-2009
Location: Boulder, Colorado, USA
Contact Person: Suresh Manandhar
Meeting Email: sureshcs.york.ac.uk
Web Site: http://www.cs.york.ac.uk/lls-workshop
Linguistic Field(s): Semantics
Call Deadline: 22-Mar-2009
Meeting Description:
Unsupervised and Minimally Supervised Learning of Lexical Semantics - is a
workshop being held in conjunction with NAACL-HLT 2009 in Boulder, Colorado.
Call for Papers
NAACL HLT 2009 Workshop on
Unsupervised and Minimally Supervised Learning of Lexical Semantics
June 5, 2009, Boulder, Colorado, USA
http://www.cs.york.ac.uk/lls-workshop
New Submission deadline: March 22, 2009
The aim of the workshop is to bring together researchers working in topics
related to the unsupervised and minimally supervised learning of the semantics
of lexical items. These include learning of word meanings, learning of lexical
relationships (e.g. hyponym, meronym, antonym learning), learning of idiomatic
and multi-word expressions, learning of bilingual lexicons etc.
Each of these topics have so far been covered in diverse venues eg. WordNet
conferences, SemEval, EMNLP etc. but has lacked a focussed venue that brings
together the issues and methods relevant to lexical semantics within a single
venue. In the past few years there has been a surge of interest in unsupervised
and minimally supervised methods in natural language processing. The proposed
worshop will help focus on methods that are suitable in learning of lexical
semantics.
The workshop format would help speedup development in this area as it will make
it accessible to both experienced researchers and new PhD graduates working in
the field. Another purpose of the workshop will be to make available the
workshop proceedings that should serve as a review of the current
state-of-the-art in the field.
The scope of the workshop will be limited to topics that cover unsupervised and
minimally supervised methods relevant to learning of lexical semantics. The
following is a list of potential topics:
representation, feature selection and parameter tuning for representing word
meanings e.g. bag-of-words context window, syntactic dependency (e.g.
verb-direct object), methods for feature selection (e.g. log likelihood vs
mutual information), issues dealing with sense conflation, measures of
similarity (e.g. distributional similarity), smoothing techniques
unsupervised and minimally supervised induction of word senses including senses
of both single word and multi-word lexical items e.g. uniform methods for both
single and multi-word lexical items, methods for detecting near synonyms, issues
focusing on minimising manual parameter tuning
unsupervised and minimally supervised learning of lexical relations e.g.
learning of hyponomy, antonomy, noun-adjective, meronomy relations
unsupervised and minimally supervised learning of bilingual lexicon e.g.
bootstrapping methods for extending a small bilingual lexicon, use of cognates
in unsupervised bilingual lexicon extraction.
Important Dates
- Submission deadline: March 22, 2009
- Notification of acceptance: April 5, 2009
- Camera-ready papers due: April 12, 2009
- Workshop: June 05, 2009
Submission Guidelines
Papers will be accepted on or before 22 March in PDF or Postscript formats.
Details of the electronic submission mechanism will be made available via the
workshop website located at http://www.cs.york.ac.uk/lls-workshop . Submissions
should follow the NAACL HLT 2009 length and formatting requirements for full
papers of eight (8) pages of content with one (1) extra page for references,
found at http://clear.colorado.edu/NAACLHLT2009/stylefiles.html
Workshop Website
More up-to-date information regarding the workshop can be found at the workshop
web site: http://www.cs.york.ac.uk/lls-workshop
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