{"_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": ["1597824273898", "user-ucsy"]}, "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", "download_preview_message": "", "file_order": 0, "filename": "173-178.pdf", "filesize": [{"value": "406 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 406000.0, "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"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004668", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-03"}, "publish_date": "2019-07-03", "publish_status": "0", "recid": "4668", "relation": {}, "relation_version_is_last": true, "title": ["Joint Word Segmentation and Stemming for Myanmar Language Based on Conditional Random Fields"], "weko_shared_id": -1}