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Computing Word Senses by Semantic Mirroring and Spectral Graph Partitioning
Linköpings universitet, Institutionen för datavetenskap, NLPLAB - Laboratoriet för databehandling av naturligt språk. Linköpings universitet, Tekniska högskolan.
Linköpings universitet, Matematiska institutionen, Beräkningsvetenskap. Linköpings universitet, Tekniska högskolan.ORCID-id: 0000-0003-2281-856X
Linköpings universitet, Institutionen för datavetenskap, NLPLAB - Laboratoriet för databehandling av naturligt språk. Linköpings universitet, Tekniska högskolan.
2010 (engelsk)Inngår i: 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, s. 103-107Konferansepaper, Publicerat paper (Fagfellevurdert)
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.

sted, utgiver, år, opplag, sider
Stroudsburg, PA, USA: The Association for Computational Linguistics , 2010. s. 103-107
Emneord [en]
lexical relations, sense relations, graph theory, spectral graph partitioning
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Identifikatorer
URN: urn:nbn:se:liu:diva-59859ISBN: ISBN 978-1-932432-77-0 / 1-932432-77-9 (tryckt)OAI: oai:DiVA.org:liu-59859DiVA, id: diva2:353683
Konferanse
48th Annual Meeting of the Association for Computational Linguistics
Prosjekter
Multilingual term extraction and term structuringTilgjengelig fra: 2010-09-28 Laget: 2010-09-28 Sist oppdatert: 2018-01-12

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http://www.aclweb.org/anthology/W/W10/W10-2317.pdf

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Merkel, MagnusEldén, LarsAhrenberg, Lars

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Totalt: 250 treff
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