Entangled semantics

Tanase, D. and Kapetanios, E. 2013. Entangled semantics. Métais, E., Meziane, F., Saraee, M., Sugumaran, V. and Vadera, S. (ed.) NLDB 2013: 18th International Conference on Application of Natural Language to Information Systems. University of Salford, Manchester, UK 19-21 June 2013 Springer. https://doi.org/10.1007/978-3-642-38824-8_36

TitleEntangled semantics
AuthorsTanase, D. and Kapetanios, E.
EditorsMétais, E., Meziane, F., Saraee, M., Sugumaran, V. and Vadera, S.
TypeConference paper
Abstract

In the context of monolingual and bilingual retrieval, Simple Knowledge Organisation System (SKOS) datasets can play a dual role as knowledge bases for semantic annotations and as language-independent resources for translation. With no existing track of formal evaluations of these aspects for datasets in SKOS format, we describe a case study on the usage of the Thesaurus for the Social Sciences in SKOS format for a retrieval setup based on the CLEF 2004-2006 Domain-Specific Track topics, documents and relevance assessments. Results showed a mixed picture with significant system-level improvements in terms of mean average precision in the bilingual runs. Our experiments set a new and improved baseline for using SKOS-based datasets with the GIRT collection and are an example of component-based evaluation.

Year2013
ConferenceNLDB 2013: 18th International Conference on Application of Natural Language to Information Systems
PublisherSpringer
Publication dates
Published2013
JournalLecture Notes in Computer Science
Journal citation7934, pp. 349-354
ISSN0302-9743
Book titleNatural Language Processing and Information Systems. NLDB 2013
ISBN9783642388231
Digital Object Identifier (DOI)https://doi.org/10.1007/978-3-642-38824-8_36

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