{"created":"2020-09-01T15:15:24.491571+00:00","id":4668,"links":{},"metadata":{"_buckets":{"deposit":"5322d4d5-fced-4f64-98fe-3346a3fb97e4"},"_deposit":{"id":"4668","owners":[],"pid":{"revision_id":0,"type":"recid","value":"4668"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/4668","sets":["1582963302567:1597824273898"]},"communities":["ucsy"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Joint Word Segmentation and Stemming for Myanmar Language Based on Conditional Random Fields","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"In this paper, we describe a joint work on wordsegmentation and stemming of Myanmar sentenceswith syllabled-based tagging under ConditionalRandom Fields(CRF) framework. A manuallysegmentedcorpus was developed to train thesegmenter, and we implement it as a 7-tag syllablebasedtagging and stemming with conditional randomfields(CRF). And then, the trained CRF segmenter wascompared to a baseline approached based on longestmatching that used a dictionary extracted frommanually segmented corpus. In our approach, we canachieve comparative performances compared to 4-tagsyllable tagging approach. The experimental resultsshow that the CRF with 7-tag set and word featureimprove the stemming performance."}]},"item_1583103108160":{"attribute_name":"Keywords","attribute_value_mlt":[{"interim":"segmentation"},{"interim":"stemming"},{"interim":"syllable tagging"},{"interim":"conditional random fields"}]},"item_1583103120197":{"attribute_name":"Files","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2019-07-03"}],"displaytype":"preview","filename":"173-178.pdf","filesize":[{"value":"406 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://meral.edu.mm/record/4668/files/173-178.pdf"},"version_id":"7364676c-5048-4564-8621-d502444c90e6"}]},"item_1583103131163":{"attribute_name":"Journal articles","attribute_value_mlt":[{"subitem_issue":"","subitem_journal_title":"Sixteenth International Conferences on Computer Applications(ICCA 2018)","subitem_pages":"","subitem_volume":""}]},"item_1583103147082":{"attribute_name":"Conference papers","attribute_value_mlt":[{"subitem_acronym":"","subitem_c_date":"","subitem_conference_title":"","subitem_part":"","subitem_place":"","subitem_session":"","subitem_website":""}]},"item_1583103211336":{"attribute_name":"Books/reports/chapters","attribute_value_mlt":[{"subitem_book_title":"","subitem_isbn":"","subitem_pages":"","subitem_place":"","subitem_publisher":""}]},"item_1583103233624":{"attribute_name":"Thesis/dissertations","attribute_value_mlt":[{"subitem_awarding_university":"","subitem_supervisor(s)":[{"subitem_supervisor":""}]}]},"item_1583105942107":{"attribute_name":"Authors","attribute_value_mlt":[{"subitem_authors":[{"subitem_authors_fullname":"Oo, Yadanar"},{"subitem_authors_fullname":"Soe, Khin Mar"}]}]},"item_1583108359239":{"attribute_name":"Upload type","attribute_value_mlt":[{"interim":"Publication"}]},"item_1583108428133":{"attribute_name":"Publication type","attribute_value_mlt":[{"interim":"Article"}]},"item_1583159729339":{"attribute_name":"Publication date","attribute_value":"2018-02-22"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"http://onlineresource.ucsy.edu.mm/handle/123456789/325"},"item_title":"Joint Word Segmentation and Stemming for Myanmar Language Based on Conditional Random Fields","item_type_id":"21","owner":"1","path":["1597824273898"],"publish_date":"2019-07-03","publish_status":"0","recid":"4668","relation_version_is_last":true,"title":["Joint Word Segmentation and Stemming for Myanmar Language Based on Conditional Random Fields"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2022-03-24T23:14:49.950157+00:00"}