Impact of Feature Selection for Corpus-Based WSD in Turkish
Identifieur interne : 000368 ( Istex/Corpus ); précédent : 000367; suivant : 000369Impact of Feature Selection for Corpus-Based WSD in Turkish
Auteurs : Zeynep Orhan ; Zeynep AltanSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2006.
Abstract
Abstract: Word sense disambiguation (WSD) is an important intermediate stage for many natural language processing applications. The senses of an ambiguous word are the classification of usages for that word. WSD is basically a mapping function from a context to a set of applicable senses depending on various parameters. Resource selection, determination of senses for ambiguous words, decision of effective features, algorithms, and evaluation criteria are the major issues in a WSD system. This paper deals with the feature selection strategies for word sense disambiguation task in Turkish language. There are many different features that can contribute to the meaning of a word. These features can vary according to the metaphorical usages, POS of the word, pragmatics, etc. The observations indicated that detecting the critical features can contribute much than the learning methodologies.
Url:
DOI: 10.1007/11925231_83
Links to Exploration step
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<front><div type="abstract" xml:lang="en">Abstract: Word sense disambiguation (WSD) is an important intermediate stage for many natural language processing applications. The senses of an ambiguous word are the classification of usages for that word. WSD is basically a mapping function from a context to a set of applicable senses depending on various parameters. Resource selection, determination of senses for ambiguous words, decision of effective features, algorithms, and evaluation criteria are the major issues in a WSD system. This paper deals with the feature selection strategies for word sense disambiguation task in Turkish language. There are many different features that can contribute to the meaning of a word. These features can vary according to the metaphorical usages, POS of the word, pragmatics, etc. The observations indicated that detecting the critical features can contribute much than the learning methodologies.</div>
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<Para>Word sense disambiguation (WSD) is an important intermediate stage for many natural language processing applications. The senses of an ambiguous word are the classification of usages for that word. WSD is basically a mapping function from a context to a set of applicable senses depending on various parameters. Resource selection, determination of senses for ambiguous words, decision of effective features, algorithms, and evaluation criteria are the major issues in a WSD system. This paper deals with the feature selection strategies for word sense disambiguation task in Turkish language. There are many different features that can contribute to the meaning of a word. These features can vary according to the metaphorical usages, POS of the word, pragmatics, etc. The observations indicated that detecting the critical features can contribute much than the learning methodologies.</Para>
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<namePart type="family">Mattern</namePart>
<affiliation>ETH Zurich, Switzerland</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">John</namePart>
<namePart type="given">C.</namePart>
<namePart type="family">Mitchell</namePart>
<affiliation>Stanford University, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Moni</namePart>
<namePart type="family">Naor</namePart>
<affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Oscar</namePart>
<namePart type="family">Nierstrasz</namePart>
<affiliation>University of Bern, Switzerland</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">C.</namePart>
<namePart type="family">Pandu Rangan</namePart>
<affiliation>Indian Institute of Technology, Madras, India</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Bernhard</namePart>
<namePart type="family">Steffen</namePart>
<affiliation>University of Dortmund, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Madhu</namePart>
<namePart type="family">Sudan</namePart>
<affiliation>Massachusetts Institute of Technology, MA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Demetri</namePart>
<namePart type="family">Terzopoulos</namePart>
<affiliation>University of California, Los Angeles, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Dough</namePart>
<namePart type="family">Tygar</namePart>
<affiliation>University of California, Berkeley, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Moshe</namePart>
<namePart type="given">Y.</namePart>
<namePart type="family">Vardi</namePart>
<affiliation>Rice University, Houston, TX, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Gerhard</namePart>
<namePart type="family">Weikum</namePart>
<affiliation>Max-Planck Institute of Computer Science, Saarbruecken, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jaime</namePart>
<namePart type="given">G.</namePart>
<namePart type="family">Carbonell</namePart>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jörg</namePart>
<namePart type="family">Siekmann</namePart>
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<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Alexander</namePart>
<namePart type="family">Gelbukh</namePart>
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<affiliation>E-mail: gelbukh@gelbukh.com</affiliation>
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<affiliation>E-mail: kargaxxi@inaoep.mx</affiliation>
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<enrichments><istex:refBibTEI uri="https://api.istex.fr/document/3DCE91E35F96D6B41B9F6DA6A15205C922F05FB5/enrichments/refBib"><teiHeader></teiHeader>
<text><front></front>
<body></body>
<back><listBibl><biblStruct xml:id="b0"><monogr><title level="m" type="main">J: Situations and Attitudes</title>
<author><persName><forename type="first">J</forename>
<surname>Barwise</surname>
</persName>
</author>
<author><persName><forename type="first">Perry</forename>
</persName>
</author>
<imprint><date type="published" when="1983"></date>
<publisher>MIT Press</publisher>
<pubPlace>Cambridge, MA</pubPlace>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b1"><monogr><title level="m" type="main">Language</title>
<author><persName><forename type="first">L</forename>
<surname>Bloomfield</surname>
</persName>
</author>
<imprint><date type="published" when="1933"></date>
<publisher>Henry Holt</publisher>
<pubPlace>New York</pubPlace>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b2"><analytic><title level="a" type="main">Machine Learning Of Language: A Model And A Problem</title>
<author><persName><forename type="first">W</forename>
<surname>Daeleman</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">Workshop On ML Approaches In CL</title>
<imprint><biblScope unit="page" from="134" to="145"></biblScope>
<date type="published" when="2002-08-05"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b3"><analytic><title level="a" type="main">SENSEVAL: The evaluation of word sense disambiguation systems</title>
<author><persName><forename type="first">P</forename>
<surname>Edmonds</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">ELRA Newsletter</title>
<imprint><biblScope unit="volume">7</biblScope>
<biblScope unit="issue">3</biblScope>
<biblScope unit="page" from="5" to="14"></biblScope>
<date type="published" when="2002"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b4"><monogr><title level="m" type="main">Introduction To The Special Issue On Word Sense Disambiguation: The State Of The Art, Computational Linguistics</title>
<author><persName><forename type="first">N</forename>
<surname>Ide</surname>
</persName>
</author>
<author><persName><forename type="first">J</forename>
<surname>Veronis</surname>
</persName>
</author>
<imprint><date type="published" when="1998"></date>
<biblScope unit="page" from="1" to="40"></biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b5"><monogr><title level="m" type="main">Ambiguous Words</title>
<author><persName><forename type="first">G</forename>
<surname>Miller</surname>
</persName>
</author>
<imprint><date type="published" when="2001-03-22"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b6"><analytic><title level="a" type="main">Combining Knowledge and Corpusbased Word Sense Disambiguation Methods</title>
<author><persName><forename type="first">A</forename>
<surname>Montoyo</surname>
</persName>
</author>
<author><persName><forename type="first">A</forename>
<surname>Su´arez</surname>
</persName>
</author>
<author><persName><forename type="first">G</forename>
<surname>Rigau</surname>
</persName>
</author>
<author><persName><forename type="first">M</forename>
<surname>Palomar</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">JAIR</title>
<imprint><biblScope unit="volume">23</biblScope>
<biblScope unit="page" from="299" to="330"></biblScope>
<date type="published" when="2005"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b7"><analytic><title level="a" type="main">Comparative Experiments On Disambiguating Word Senses: An Illustration Of The Role Of Bias</title>
<author><persName><forename type="first">R</forename>
<forename type="middle">J</forename>
<surname>Mooney</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">Machine Learning Proceedings Of The Conference EMNLP, ACL</title>
<editor>Eric Brill, Kenneth Church</editor>
<meeting><address><addrLine>Somerset, NJ</addrLine>
</address>
</meeting>
<imprint><date type="published" when="1996"></date>
<biblScope unit="page" from="82" to="91"></biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b8"><analytic><title level="a" type="main">Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based Approach</title>
<author><persName><forename type="first">H</forename>
<forename type="middle">T</forename>
<surname>Ng</surname>
</persName>
</author>
<author><persName><forename type="first">H</forename>
<forename type="middle">B</forename>
<surname>Lee</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">Proceedings Of The 34th Annual Meeting Of ACL</title>
<meeting>Of The 34th Annual Meeting Of ACL<address><addrLine>Santa Cruz</addrLine>
</address>
</meeting>
<imprint><publisher>Morgan Kaufmann Publishers</publisher>
<date type="published" when="1996"></date>
<biblScope unit="page" from="40" to="47"></biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b9"><monogr><title level="m" type="main">Building A Turkish Treebank, Invited Chapter</title>
<author><persName><forename type="first">K</forename>
<surname>Oflazer</surname>
</persName>
</author>
<author><persName><forename type="first">B</forename>
<surname>Say</surname>
</persName>
</author>
<author><persName><forename type="first">D</forename>
<forename type="middle">Z H</forename>
<surname>Tur</surname>
</persName>
</author>
<author><persName><forename type="first">G</forename>
<surname>Tur</surname>
</persName>
</author>
<editor>Building And Exploiting Syntactically-Annotated Corpora, Anne Abeille Editor</editor>
<imprint><date type="published" when="2003"></date>
<publisher>Kluwer Academic Publishers</publisher>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b10"><analytic><title level="a" type="main">Determining Effective Features for Word Sense Disambiguation in Turkish</title>
<author><persName><forename type="first">Z</forename>
<surname>Orhan</surname>
</persName>
</author>
<author><persName><forename type="first">Z</forename>
<surname>Altan</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">IU -JEEE</title>
<imprint><biblScope unit="volume">5</biblScope>
<biblScope unit="issue">2</biblScope>
<biblScope unit="page" from="1341" to="1352"></biblScope>
<date type="published" when="2005"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b11"><analytic><title></title>
<author><persName><forename type="first">J</forename>
<surname>Preiss</surname>
</persName>
</author>
<author><persName><forename type="first">D</forename>
<surname>Yarowsky</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">The Proceedings of SENSEVAL-2: Second International Workshop on Evaluating Word Sense Disambiguation Systems</title>
<imprint><date type="published" when="2001"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b12"><analytic><title level="a" type="main">Okyanus Ansiklopedik Türkçe Sözlük</title>
<author><persName><forename type="first">P</forename>
<surname>Tuğlacı</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">ABC Kitabevi</title>
<imprint><date type="published" when="1995"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b13"><analytic><title></title>
</analytic>
<monogr><title level="m">Machine translation of languages</title>
<editor>Türkçe Sözlük(Turkish Dictionary): TDK Locke, William N. and Booth, A. Donald</editor>
<meeting><address><addrLine>New York</addrLine>
</address>
</meeting>
<imprint><publisher>John Wiley & Sons</publisher>
<date type="published" when="1949"></date>
<biblScope unit="page" from="15" to="23"></biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b14"><analytic><title></title>
<author><persName><forename type="first">L</forename>
<surname>Wittgenstein</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">Philosophical Investigations translated by G E M Anscombe</title>
<meeting><address><addrLine>Oxford</addrLine>
</address>
</meeting>
<imprint><publisher>Basil Blackwell</publisher>
<date type="published" when="1953"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b15"><monogr><title level="m" type="main">DataMining: Practical Machine Learning Toolsand Techniques with Java Implementations</title>
<author><persName><forename type="first">I</forename>
<forename type="middle">H</forename>
<surname>Witten</surname>
</persName>
</author>
<author><persName><forename type="first">Frank</forename>
<forename type="middle">E</forename>
</persName>
</author>
<imprint><date type="published" when="1999"></date>
<publisher>Morgan Kaufmann</publisher>
<pubPlace>San Francisco</pubPlace>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b16"><analytic><title level="a" type="main">Hierarchical Decision Lists For Word Sense Disambiguation</title>
<author><persName><forename type="first">D</forename>
<surname>Yarowsky</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">Computers And The Humanities</title>
<imprint><biblScope unit="volume">34</biblScope>
<biblScope unit="issue">2</biblScope>
<biblScope unit="page" from="179" to="186"></biblScope>
<date type="published" when="2000"></date>
</imprint>
</monogr>
</biblStruct>
</listBibl>
</back>
</text>
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