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Proceedings of the Morpho Challenge 2010 Workshop

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Kurimo, Mikko
dc.contributor.author Virpioja, Sami
dc.contributor.author Turunen, Ville T.
dc.date.accessioned 2011-11-23T13:00:57Z
dc.date.available 2011-11-23T13:00:57Z
dc.date.issued 2010
dc.identifier.isbn 978-952-60-3330-3
dc.identifier.issn 1797-5042
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/827
dc.description.abstract In natural language processing many practical tasks, such as speech recognition, information retrieval and machine translation depend on a large vocabulary and statistical language models. For morphologically rich languages, such as Finnish and Turkish, the construction of a vocabulary and language models that have a sufficient coverage is particularly difficult, because of the huge amount of different word forms. In Morpho Challenge 2010 unsupervised and semi-supervised algorithms are suggested to provide morpheme analyses for words in different languages and evaluated in various practical applications. As a research theme, unsupervised morphological analysis has received wide attention in conferences and scientific journals focused on computational linguistic and its applications. This is the proceedings of the Morpho Challenge 2010 Workshop that contains one introduction article with a description of the tasks, evaluation and results and six articles describing the participating unsupervised and supervised learning algorithms. The Morpho Challenge 2010 Workshop was held at Espoo, Finland in 2-3 September, 2010. en
dc.format.extent 52
dc.format.mimetype application/pdf
dc.language.iso en en
dc.publisher Aalto University School of Science and Technology en
dc.publisher Aalto-yliopiston teknillinen korkeakoulu fi
dc.relation.ispartof Morpho Challenge Workshop; 2010; Espoo en
dc.relation.ispartofseries TKK reports in information and computer science en
dc.relation.ispartofseries 37 en
dc.subject.other Computer science en
dc.title Proceedings of the Morpho Challenge 2010 Workshop en
dc.type C2 Toimitettu kirja, kokoomateos, konferenssijulkaisu tai lehden erikoisnumero fi
dc.description.version reviewed en
dc.contributor.school Faculty of Information and Natural Sciences en
dc.contributor.school Informaatio- ja luonnontieteiden tiedekunta fi
dc.contributor.department Department of Information and Computer Science en
dc.contributor.department Tietojenkäsittelytieteen laitos fi
dc.subject.keyword morpheme analysis en
dc.subject.keyword unsupervised learning en
dc.subject.keyword semisupervised learning en
dc.subject.keyword information retrieval en
dc.subject.keyword statistical machine translation en
dc.identifier.urn urn:nbn:fi:tkk-013203
dc.type.dcmitype text en

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