{"_buckets": {"deposit": "efbb6c51-3b86-447a-8102-0fd4780f3f12"}, "_deposit": {"id": "4996", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4996"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4996", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Improving English-to-Myanmar Statistical Machine Translation by using Recurrent Neural Network Language Model and Hierarchical Reordering", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "In this paper, a comparison between neuralbased network that adopts Recurrent Neural Network(RNN) language model and statistical based one withN-gram language model is conducted for English-to-Myanmar phrase-based statistical machine translation(PBSMT). In this comparison, lexicalized reorderingmodels such as word-based, phrase-based andhierarchical orientation models are used as anadditional reordering model to investigate the overallperformance of PBSMT. The perplexity valueevaluation of both language models showed that theuse of RNN obtains a more excellent result. Accordingto the obtained BLEU and RIBES scores andadditional human visual inspection, the English-to-Myanmar PBSMT with RNN language model andhierarchical reordering model is the best one in termsof improving adequacy and fluency."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Phrase-based SMT"}, {"interim": "RNN"}, {"interim": "Hierarchical Reordering"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-15"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "proceeding_total-pages-434-440.pdf", "filesize": [{"value": "3381 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 3381000.0, "url": {"url": "https://meral.edu.mm/record/4996/files/proceeding_total-pages-434-440.pdf"}, "version_id": "b883abb6-a1e0-4b4f-b836-b742d1343cf4"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fifteenth International Conference on Computer Applications(ICCA 2017)", "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": "Zin, May Myo"}, {"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": "2017-02-16"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/893"}, "item_title": "Improving English-to-Myanmar Statistical Machine Translation by using Recurrent Neural Network Language Model and Hierarchical Reordering", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004996", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-15"}, "publish_date": "2019-07-15", "publish_status": "0", "recid": "4996", "relation": {}, "relation_version_is_last": true, "title": ["Improving English-to-Myanmar Statistical Machine Translation by using Recurrent Neural Network Language Model and Hierarchical Reordering"], "weko_shared_id": -1}