Please use this identifier to cite or link to this item:https://hdl.handle.net/20.500.12259/58942
Full metadata record
DC FieldValueLanguage
dc.contributor.authorMandravickaitė, Justina-
dc.contributor.authorKrilavičius, Tomas-
dc.contributor.authorMan, Ka Lok-
dc.coverage.spatialTW-
dc.date.accessioned2018-10-07T01:56:52Z-
dc.date.available2018-10-07T01:56:52Z-
dc.date.issued2017-
dc.identifier.isbn9789881404770-
dc.identifier.otherVDU02-000022093-
dc.identifier.urihttp://www.iaeng.org/publication/IMECS2017/IMECS2017_pp706-709.pdf-
dc.descriptionISSN: 2078-0958 (Print); ISSN: 2078-0966 (Online)-
dc.description.abstractWe discuss an experiment on automatic identification of bi-gram multiword expressions for Latvian and Lithuanian. As these languages are considered to be underresourced in terms of lexical resources and availability or accuracy of special lexical tools (e.g. POS-tagger, parser), our approach uses raw corpora and combination of lexical association measures and supervised machine learning. We have achieved 92,4% precision and 52,2% recall for Latvian and 95,1% precision and 77,8% recall - for Lithuanianen
dc.description.sponsorshipBaltijos pažangių technologijų institutas, Vilnius-
dc.description.sponsorshipBaltijos pažangiųjų technologijų institutas, Vilnius. |li-
dc.description.sponsorshipInformatikos fakultetas-
dc.description.sponsorshipTaikomosios informatikos katedra-
dc.description.sponsorshipVilniaus universitetas. |li-
dc.description.sponsorshipVytauto Didžiojo universitetas-
dc.format.extentp. 706-709-
dc.language.isoen-
dc.relation.ispartofIMECS 2017 : Engineers and computer scientists: proceedings of the international multiconference, 2017, March 15-17, Hong Kong. Vol. 2. Hong Kong : Newswood Limited, 2017-
dc.relation.ispartofseries(Lecture notes in engineering and computer science, 2078-0958)-
dc.relation.isreferencedbyApplied Science & Technology Source (EBSCO)-
dc.subjectTerms—hybrid approachen
dc.subjectLexical association measuresen
dc.subjectMachine learningen
dc.subjectMulti-word expressionsen
dc.subject.otherInformatika / Informatics (N009)-
dc.subject.otherInformatikos inžinerija / Informatics engineering (T007)-
dc.titleAutomatic identification of multi-word expressions for Latvian and Lithuanianen
dc.typeStraipsnis konferencijos medžiagoje kitose duomenų bazėse / Article in conference proceedings in other databases (P1c)-
dcterms.bibliographicCitation18-
dc.date.updated2019-04-08T13:16Z-
local.object{"source": {"code": "vdu", "handle": "22093"}, "publisher": {"other": ["Newswood Limited"], "list": false}, "db": {"clarivate": false, "scopus": false, "list": true}, "isbn": ["9789881404770"], "code": "P1c", "subject": ["N009", "T007"], "url": ["http://www.iaeng.org/publication/IMECS2017/IMECS2017_pp706-709.pdf"], "country": "TW", "language": "en", "area": "N", "original": true, "pages": 4, "sheets": 0.286, "timestamp": "20190408131657.0", "account": {"year": 2017, "late": false}, "na": 3, "nip": 1, "affiliation": [{"contribution": 0.33333333333333, "aip": 2, "country": ["LT"], "rel": "aut", "org": [{"create": false, "contribution": 0.16666666666667, "name": "Baltijos pažangiųjų technologijų institutas, Vilnius. |li", "id": "301846141"}, {"create": false, "contribution": 0.16666666666667, "name": "Vilniaus universitetas. |li", "id": "211950810"}], "id": "FD69D62BBC3F4592C35919291E35CCA8", "lname": "Mandravickaitė", "fname": "Justina", "status": "0", "name": "Mandravickaitė, Justina"}, {"contribution": 0.33333333333333, "aip": 2, "country": ["LT"], "rel": "aut", "org": [{"create": true, "contribution": 0.16666666666667, "name": "Vytauto Didžiojo universitetas", "id": "111950396", "level": "0", "type": "uni", "research": "1", "status": "1", "unit": {"name": "Informatikos fakultetas", "id": "04", "level": "1", "type": "fak", "research": "1", "status": "1", "unit": {"name": "Taikomosios informatikos katedra", "id": "0401", "level": "2", "type": "kat", "research": "1", "status": "1"}}}, {"create": false, "contribution": 0.16666666666667, "name": "Baltijos pažangių technologijų institutas, Vilnius", "id": "301846141"}], "id": "DD5A5F9F9ADFA0BC37D24E1184ED5391", "lname": "Krilavičius", "fname": "Tomas", "status": "1", "name": "Krilavičius, Tomas"}, {"contribution": 0.33333333333333, "aip": 1, "country": ["CN"], "rel": "aut", "lname": "Man", "fname": "Ka Lok", "status": "0", "name": "Man, Ka Lok"}]}-
local.typeP-
item.grantfulltextopen-
item.fulltextWith Fulltext-
crisitem.author.deptTaikomosios informatikos katedra-
crisitem.author.deptTaikomosios informatikos katedra-
crisitem.author.deptFizikos katedra-
Appears in Collections:Universiteto mokslo publikacijos / University Research Publications
Files in This Item:
marc.xml7.17 kBXMLView/Open

MARC21 XML metadata

Show simple item record
Export via OAI-PMH Interface in XML Formats
Export to Other Non-XML Formats

Page view(s)

152
checked on Jan 6, 2020

Download(s)

10
checked on Jan 6, 2020

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.