{"_buckets": {"deposit": "9e55f6ad-e6e4-4674-a5fa-8ca585f56dfc"}, "_deposit": {"created_by": 45, "id": "6744", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "depid", "value": "6744"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00006744", "sets": ["user-uit"]}, "communities": ["uit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Comparative Study of Naïve Bayesian Classifier and Transformation-Based Learning for Myanmar Function Tagging", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "This paper describes the use of two machine\nlearning techniques, Naive Bayesian classifier (NB) and\ntransformation-based learning (TBL), to address the task of\nassigning function tags to Myanmar sentences. Function\ntagging is a process of assigning syntactic categories like\nsubject, object, time and location to each word in the text\ndocument. It is an important step in Natural Language\nProcessing. Function tags can help to improve the\nperformance of Myanmar to English machine translation\nsystem. In this paper, we present a comparison of two methods\nin our experiments. The results showed that TBL was better\nand outperformed NB and there was a slight difference\nbetween the results."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Naïve Bayesian"}, {"interim": "transformation-based learning"}, {"interim": "function tagging"}, {"interim": "Myanmar sentences"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2020-12-11"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "9. Comparative Study of Naive Bayesian Classifier and Transformation-Based Learning for Myanmar Function Tagging.pdf", "filesize": [{"value": "555 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "mimetype": "application/pdf", "size": 555000.0, "url": {"url": "https://meral.edu.mm/api/files/9e55f6ad-e6e4-4674-a5fa-8ca585f56dfc/9.%20Comparative%20Study%20of%20Naive%20Bayesian%20Classifier%20and%20Transformation-Based%20Learning%20for%20Myanmar%20Function%20Tagging.pdf"}, "version_id": "ca9a259c-1997-4586-a211-13070532f064"}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "ICCSIT\u00272012", "subitem_c_date": "28-29 April, 2012", "subitem_conference_title": "2nd International Conference on Computer Science and Information Technology", "subitem_place": "Singapore"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Win Win Thant"}, {"subitem_authors_fullname": "Tin Myat Htwe"}, {"subitem_authors_fullname": "Ni Lar Thein"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Conference paper"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2012-04-29"}, "item_title": "Comparative Study of Naïve Bayesian Classifier and Transformation-Based Learning for Myanmar Function Tagging", "item_type_id": "21", "owner": "45", "path": ["1596102355557"], "permalink_uri": "https://meral.edu.mm/records/6744", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-12-11"}, "publish_date": "2020-12-11", "publish_status": "0", "recid": "6744", "relation": {}, "relation_version_is_last": true, "title": ["Comparative Study of Naïve Bayesian Classifier and Transformation-Based Learning for Myanmar Function Tagging"], "weko_shared_id": -1}