[Corpora-List] **SUMMARY** semantic tagging

Dan Roth danr at cs.uiuc.edu
Thu May 5 03:59:01 CEST 2005


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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