Morfessor 2.0: Toolkit for statistical morphological segmentation

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorSmit, Peter
dc.contributor.authorVirpioja, Sami
dc.contributor.authorGrönroos, Stig-Arne
dc.contributor.authorKurimo, Mikko
dc.contributor.departmentSignaalinkäsittelyn ja akustiikan laitosfi
dc.contributor.departmentDepartment of Signal Processing and Acousticsen
dc.contributor.schoolSähkötekniikan korkeakoulufi
dc.contributor.schoolSchool of Electrical Engineeringen
dc.date.accessioned2014-09-29T09:00:14Z
dc.date.available2014-09-29T09:00:14Z
dc.date.issued2014
dc.description.abstractMorfessor is a family of probabilistic machine learning methods forfinding the morphological segmentation from raw text data. Recentdevelopments include the development of semi-supervised methods forutilizing annotated data. Morfessor 2.0 is a rewrite of the original,widely-used Morfessor 1.0 software, with well documented command-linetools and library interface. It includes algorithmic improvements and new features such as semi-supervised learning, online training, and integrated evaluation code.en
dc.description.versionPeer revieweden
dc.format.extent4
dc.format.mimetypeapplication/pdfen
dc.identifier.citationSmit, Peter & Virpioja, Sami & Grönroos, Stig-Arne & Kurimo, Mikko. 2014. Morfessor 2.0: Toolkit for statistical morphological segmentation. The 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Gothenburg, Sweden, April 26-30, 2014.en
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/14051
dc.identifier.urnURN:NBN:fi:aalto-201409292677
dc.language.isoenen
dc.publisherAalto Universityen
dc.publisherAalto-yliopistofi
dc.relation.ispartofThe 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Gothenburg, Sweden, April 26-30, 2014en
dc.subject.keywordmorphological segmentationen
dc.subject.keywordmorfessoren
dc.subject.otherComputer scienceen
dc.subject.otherLinguisticsen
dc.titleMorfessor 2.0: Toolkit for statistical morphological segmentationen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.dcmitypetexten
dc.type.versionFinal published versionen
Files
Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
A4_smit_peter_2014.pdf
Size:
383.6 KB
Format:
Adobe Portable Document Format