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Computing Word Senses by Semantic Mirroring and Spectral Graph Partitioning
Linköping University, Department of Computer and Information Science, NLPLAB - Natural Language Processing Laboratory. Linköping University, The Institute of Technology.
Linköping University, Department of Mathematics, Scientific Computing. Linköping University, The Institute of Technology.ORCID iD: 0000-0003-2281-856X
Linköping University, Department of Computer and Information Science, NLPLAB - Natural Language Processing Laboratory. Linköping University, The Institute of Technology.
2010 (English)In: Proceedings of TextGraphs-5 - 2010 Workshop on Graph-based Methods for Natural Language Processing / [ed] Carmen Banea, Alessandro Moschitti, Swapna Somasundaran and Fabio Massimo Zanzotto, Stroudsburg, PA, USA: The Association for Computational Linguistics , 2010, p. 103-107Conference paper, Published paper (Refereed)
Abstract [en]

Using the technique of ”semantic mirroring”a graph is obtained that representswords and their translations from a parallelcorpus or a bilingual lexicon. The connectednessof the graph holds informationabout the different meanings of words thatoccur in the translations. Spectral graphtheory is used to partition the graph, whichleads to a grouping of the words accordingto different senses. We also report resultsfrom an evaluation using a small sample ofseed words from a lexicon of Swedish andEnglish adjectives.
Place, publisher, year, edition, pages
Stroudsburg, PA, USA: The Association for Computational Linguistics , 2010. p. 103-107
Keywords [en]
lexical relations, sense relations, graph theory, spectral graph partitioning
National Category
Language Technology (Computational Linguistics) Computer Sciences Computational Mathematics
Identifiers
URN: urn:nbn:se:liu:diva-59859ISBN: ISBN 978-1-932432-77-0 / 1-932432-77-9 (print)OAI: oai:DiVA.org:liu-59859DiVA, id: diva2:353683
Conference
48th Annual Meeting of the Association for Computational Linguistics
Projects
Multilingual term extraction and term structuringAvailable from: 2010-09-28 Created: 2010-09-28 Last updated: 2018-01-12

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CiteExportLink to record
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  • apa
  • ieee
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  • de-DE
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