{"created":"2020-12-12T15:30:36.464415+00:00","id":6758,"links":{},"metadata":{"_buckets":{"deposit":"4ecadd55-0a71-4817-85e0-1bc9605ae788"},"_deposit":{"created_by":45,"id":"6758","owner":"45","owners":[45],"owners_ext":{"displayname":"","email":"dimennyaung@uit.edu.mm","username":""},"pid":{"revision_id":0,"type":"depid","value":"6758"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/00006758","sets":["1582963342780:1596102355557"]},"communities":["uit"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"CRF-based Named Entity Recognition for Myanmar Language","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"Named Entity recognition (NER) is a subtask of information ex-traction and information retrieval that automatically identify proper nouns in texts and classify into predefined categories of name types. This paper in-troduces the effort on identification and classification of Named Entities in written Myanmar scripts in a statistical way. A statistical approach for NER of Myanmar Language using one of the supervised machine learning approaches called Conditional Random Fields (CRF) has been proposed for this task."}]},"item_1583103108160":{"attribute_name":"Keywords","attribute_value_mlt":[{"interim":"Named Entity Recognition"},{"interim":"Myanmar language"},{"interim":"CRF"}]},"item_1583103120197":{"attribute_name":"Files","attribute_type":"file","attribute_value_mlt":[]},"item_1583103147082":{"attribute_name":"Conference papers","attribute_value_mlt":[{"subitem_acronym":"ICGEC 2016","subitem_c_date":"November, 2016","subitem_conference_title":"The 10th International Conference on Gentic and Evolutionary Computing","subitem_website":"https://link.springer.com/chapter/10.1007%2F978-3-319-48490-7_24"}]},"item_1583105942107":{"attribute_name":"Authors","attribute_value_mlt":[{"subitem_authors":[{"subitem_authors_fullname":"Hsu Myat Mo"},{"subitem_authors_fullname":"KhinThandar Nwet"},{"subitem_authors_fullname":"Khin Mar Soe"}]}]},"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":"2016-11-01"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"10.1007/978-3-319-48490-7_24"},"item_title":"CRF-based Named Entity Recognition for Myanmar Language","item_type_id":"21","owner":"45","path":["1596102355557"],"publish_date":"2020-12-12","publish_status":"0","recid":"6758","relation_version_is_last":true,"title":["CRF-based Named Entity Recognition for Myanmar Language"],"weko_creator_id":"45","weko_shared_id":-1},"updated":"2021-12-13T05:06:07.899026+00:00"}