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Knowledge extraction from machine-readable dictionaries: An evaluation

Identifieur interne : 000202 ( Istex/Corpus ); précédent : 000201; suivant : 000203

Knowledge extraction from machine-readable dictionaries: An evaluation

Auteurs : Nancy Ide ; Jean Véronis

Source :

RBID : ISTEX:7E40445436FA55E019FC991A19830840653296DA

Abstract

Abstract: Machine-readable versions of everyday dictionaries have been seen as a likely source of information for use in natural language processing because they contain an enormous amount of lexical and semantic knowledge. However, after 15 years of research, the results appear to be disappointing. No comprehensive evaluation of machine-readable dictionaries (MRDs) as a knowledge source has been made to date, although this is necessary to determine what, if anything, can be gained from MRD research. To this end, this paper will first consider the postulates upon which MRD research has been based over the past fifteen years, discuss the validity of these postulates, and evaluate the results of this work. We will then propose possible future directions and applications that may exploit these years of effort, in the light of current directions in not only NLP research, but also fields such as lexicography and electronic publishing.

Url:
DOI: 10.1007/3-540-59040-4_18

Links to Exploration step

ISTEX:7E40445436FA55E019FC991A19830840653296DA

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<namePart type="family">Véronis</namePart>
<affiliation>Department or Computer Science, Vassar College, 12601, Poughkeepsie, New York, USA</affiliation>
<affiliation>E-mail: veronis@fraix11.univ-aix.fr</affiliation>
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<abstract lang="en">Abstract: Machine-readable versions of everyday dictionaries have been seen as a likely source of information for use in natural language processing because they contain an enormous amount of lexical and semantic knowledge. However, after 15 years of research, the results appear to be disappointing. No comprehensive evaluation of machine-readable dictionaries (MRDs) as a knowledge source has been made to date, although this is necessary to determine what, if anything, can be gained from MRD research. To this end, this paper will first consider the postulates upon which MRD research has been based over the past fifteen years, discuss the validity of these postulates, and evaluate the results of this work. We will then propose possible future directions and applications that may exploit these years of effort, in the light of current directions in not only NLP research, but also fields such as lexicography and electronic publishing.</abstract>
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<topic authority="SpringerSubjectCodes" authorityURI="I21017">Artificial Intelligence (incl. Robotics)</topic>
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<identifier type="DOI">10.1007/3-540-59040-4</identifier>
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<identifier type="eISBN">978-3-540-49174-3</identifier>
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