{"created":"2020-09-01T15:37:10.942220+00:00","id":4996,"links":{},"metadata":{"_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":["1582963302567:1597824273898"]},"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","filename":"proceeding_total-pages-434-440.pdf","filesize":[{"value":"3381 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","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"],"publish_date":"2019-07-15","publish_status":"0","recid":"4996","relation_version_is_last":true,"title":["Improving English-to-Myanmar Statistical Machine Translation by using Recurrent Neural Network Language Model and Hierarchical Reordering"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2021-12-13T02:41:55.977339+00:00"}