{"_buckets": {"deposit": "4ecadd55-0a71-4817-85e0-1bc9605ae788"}, "_deposit": {"created_by": 45, "id": "6758", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "depid", "value": "6758"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00006758", "sets": ["user-uit"]}, "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": [{"accessrole": "open_no", "date": [{"dateType": "Available", "dateValue": "2020-12-12"}], "displaytype": "preview", "filename": "CRF-based Named Entity Recognition for Myanmar Language.pdf", "filesize": [{"value": "352 Kb"}], "format": "application/pdf", "licensefree": "Springer International Publishing AG 2017", "licensetype": "license_free", "url": {"url": "https://meral.edu.mm/api/files/4ecadd55-0a71-4817-85e0-1bc9605ae788/CRF-based%20Named%20Entity%20Recognition%20for%20Myanmar%20Language.pdf"}, "version_id": "0b6c1635-1f2d-4dae-a46d-13d01abbe219"}]}, "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"], "permalink_uri": "https://meral.edu.mm/records/6758", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-12-12"}, "publish_date": "2020-12-12", "publish_status": "0", "recid": "6758", "relation": {}, "relation_version_is_last": true, "title": ["CRF-based Named Entity Recognition for Myanmar Language"], "weko_shared_id": -1}