Some more on (shallow) semantic tagging:
You can see some recent papers on Semantic Role Labeling
on my group's web page, and a demo from our demos page:
http://l2r.cs.uiuc.edu/~cogcomp/demos.php
The Necessity of Syntactic Parsing for Semantic Role Labeling (IJCAI'05)
http://l2r.cs.uiuc.edu/~danr/Papers/PunyakanokRoYi05.pdf
Semantic Role Labeling via Integer Linear Programming Inference (COLING'04)
http://l2r.cs.uiuc.edu/~danr/Papers/PRYZ04.pdf
Learning and Inference over Constrained Output (IJCAI'05)
http://l2r.cs.uiuc.edu/~danr/Papers/PunyakanokRoYiZi05.pdf
Dan
Aleem Hossain wrote:
> Dear all,
>
> Thanks for the replies I've received on this.
>
> Inevitably I haven't had chance to wade-through everything yet, but I'm
> posting a summary of what I've had.
>
> I'm still after some papers on semantic typing (which I guess will be
> ontology driven) so if anyone can point me in the direction of some useful
> papers to give me a kick-start on that, then that would be fabulous.
>
> Cheers,
> Aleem
>
> ***********************************
>
> Eric Atwell suggested:
>
> Demetriou G and Atwell E. 2001. A domain-independent semantic tagger for
> the study of meaning associations in English text. In Harry Bunt, Ielka
> van der Sluis and Elias Thijsse (editors), Proceedings of the Fourth
> International Workshop on Computational Semantics (IWCS-4) pp.67-80.
> Tilburg, Netherlands.
> http://www.comp.leeds.ac.uk/eric/iwcs.pdf
>
> Rayson, P. (2003). Matrix: A statistical method and software tool for
> linguistic analysis through corpus comparison. Ph.D. thesis, Lancaster
> University.
> http://www.comp.lancs.ac.uk/computing/users/paul/public.html#phd
>
> *************************************
>
> David Martinez provided links to papers on semantic parsing and semantic
> role labelling::
>
> - Semantic Parsing:
>
> Lei Shi and Rada Mihalcea, Putting Pieces Together: Combining FrameNet,
> VerbNet and WordNet for Robust Semantic Parsing, to appear in Proceedings
> of "the Sixth International Conference on Intelligent Text Processing and
> Computational Linguistics", Mexico City, Mexico, 2005
> http://mira.csci.unt.edu/~stone/docs/shi.cicling05.pdf
>
> Lei Shi and Rada Mihalcea, An Algorithm for Open Text Semantic Parsing,
> in Proceedings of the ROMAND 2004 workshop on ``RObust Methods in Analysis
> of Natural language Data'', Geneva, Switzerland, August 2004 [ps]
> http://www.cs.unt.edu/~rada/papers/shi.romand04.ps
>
> - semantic role labeling:
>
> A Generative Model for Semantic Role Labeling
> CA Thompson, R Levy, CD Manning
> Proceedings of the European Conference on Machine Learning
> http://www-nlp.stanford.edu/~manning/papers/fnet-ecml.pdf
> Automatic labeling of semantic roles
> D Gildea, D Jurafsky
> Computational Linguistics, 2002
> http://acl.ldc.upenn.edu/J/J02/J02-3001.pdf
>
> ***************************************
>
> Paul Rayson recommended Mark Stevenson's PhD as background reading:
>
> Word Sense Disambiguation: The Case for Combining Knowledge Sources
> Mark Stevenson (2003)
> CSLI Publications, Stanford, CA.
> http://csli-publications.stanford.edu/site/1575863901.html
>
> and notified me of his forthcoming book chapter:
>
> Rayson, P. and Stevenson, M. (forthcoming) Sense and semantic tagging,
> chapter 27 in Lüdeling, A., Kytö, M., and McEnery, A. Corpus Linguistics,
> Handbooks of Linguistics and Communication Science (HSK) (Series), Mouton
> de
> Gruyter, Berlin.
>
> ***************************************
>
> Jose Maria Gomez Hidalgo pointed me to the Semantic Role Labelling tasks
> at Senesval and CONLL:
>
> Senseval: http://www.senseval.org/senseval3
> Senseval "Semantic Role Labeling" task:
> http://www.cs.unt.edu/~rada/senseval/senseval3/tasks.html#SemanticRoles
> Senseval-3 (2004) proceedings:
> http://www.senseval.org/senseval3/proceedings
> Specially relevant are the introductory papers that present the task and
> an
> overview of systems.
>
> CONLL: http://www.cnts.ua.ac.be/conll/
> CONLL 05 "Semantic Role Labeling" task: http://www.lsi.upc.edu/~srlconll/
> CONLL 04 proceedings: http://www.cnts.ua.ac.be/conll2004/proceedings.html
>
> *******************************************
>
> For an overview of dictionary-based methods of WSD, Ted Pederson suggested
> the following Tech Report:
>
> 2005/25 Maximizing Semantic Relatedness to Perform Word Sense
> Disambiguation,. Ted Pedersen, Satanjeev Banerjee, and Siddharth
> Patwardhan, University of Minnesota Supercomputing Institute Research
> Report UMSI 2005/25, March 2005.
> http://www.msi.umn.edu/general/Reports/rptfiles/2005-25.pdf
>
> and also the following sourceforge site for systems to implement their
> methods:
> http://senserelate.sourceforge.net
>
> ********************************************
>
> Paul Buitelaar suggested the following for an overview of semantic
> annotation and WSD from a Knowledge-Markup point of view:
>
> http://ontoweb-lt.dfki.de/knowledge_index.htm (following the "semantic
> annotation" links)
>
> ********************************************
>
> Finally, Rada Mihalcea pointed out SenseLearner as tool for all-words WSD:
> http://www.cs.unt.edu/~rada/downloads.html
>
> **********************************************
>
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