Log in
Language:

MERAL Myanmar Education Research and Learning Portal

  • Top
  • Universities
  • Ranking
To
lat lon distance
To

Field does not validate



Index Link

Index Tree

Please input email address.

WEKO

One fine body…

WEKO

One fine body…

Item

{"_buckets": {"deposit": "35eda8d2-01bc-4d83-875a-deb90ecef481"}, "_deposit": {"id": "4969", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4969"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4969", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Implementation of Word Alignment System for English- Myanmar Machine Translation", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Statistical word alignment models have beenwidely used for various Natural LanguageProcessing (NLP) problem. In statistical machinetranslation, word alignment models are trained onbilingual corpora. To build an SMT system werequire bitext and a word alignment of that bitext, aswell as language models built from target languagedata. A word alignment for a parallel sentence pairrepresents the correspondence between words in asource language and their translations in a targetlanguage. This system will use the IBM model whichis based on the EM algorithm. This system deals withthe step of word alignment. In this paper, C#implementation of a word alignment algorithm isused to testing the source and target sentences. Thissystem also uses a English-Myanmar dictionary tobootstrap the Expectation Maximization (EM)algorithm."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Word alignment"}, {"interim": "statistical machine translation"}, {"interim": "IBM model"}, {"interim": "EM algorithm"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-12"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "psc2010paper (137).pdf", "filesize": [{"value": "160 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 160000.0, "url": {"url": "https://meral.edu.mm/record/4969/files/psc2010paper (137).pdf"}, "version_id": "3e678593-54af-4360-a135-614091ba43d2"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fifth Local Conference on Parallel and Soft Computing", "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": "Khaing, Ei Ei"}, {"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": "2010-12-16"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/868"}, "item_title": "Implementation of Word Alignment System for English- Myanmar Machine Translation", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004969", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-12"}, "publish_date": "2019-07-12", "publish_status": "0", "recid": "4969", "relation": {}, "relation_version_is_last": true, "title": ["Implementation of Word Alignment System for English- Myanmar Machine Translation"], "weko_shared_id": -1}
  1. University of Computer Studies, Yangon
  2. Conferences

Implementation of Word Alignment System for English- Myanmar Machine Translation

http://hdl.handle.net/20.500.12678/0000004969
http://hdl.handle.net/20.500.12678/0000004969
cc657c98-cca2-47e3-bd22-2c371ece5176
35eda8d2-01bc-4d83-875a-deb90ecef481
None
Preview
Name / File License Actions
psc2010paper psc2010paper (137).pdf (160 Kb)
Publication type
Article
Upload type
Publication
Title
Title Implementation of Word Alignment System for English- Myanmar Machine Translation
Language en
Publication date 2010-12-16
Authors
Khaing, Ei Ei
Soe, Khin Mar
Description
Statistical word alignment models have beenwidely used for various Natural LanguageProcessing (NLP) problem. In statistical machinetranslation, word alignment models are trained onbilingual corpora. To build an SMT system werequire bitext and a word alignment of that bitext, aswell as language models built from target languagedata. A word alignment for a parallel sentence pairrepresents the correspondence between words in asource language and their translations in a targetlanguage. This system will use the IBM model whichis based on the EM algorithm. This system deals withthe step of word alignment. In this paper, C#implementation of a word alignment algorithm isused to testing the source and target sentences. Thissystem also uses a English-Myanmar dictionary tobootstrap the Expectation Maximization (EM)algorithm.
Keywords
Word alignment, statistical machine translation, IBM model, EM algorithm
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/868
Journal articles
Fifth Local Conference on Parallel and Soft Computing
Conference papers
Books/reports/chapters
Thesis/dissertations
Back
0
0
views
downloads
See details
Views Downloads

Versions

Ver.1 2020-09-01 15:35:33.698488
Show All versions

Share

Mendeley Twitter Facebook Print Addthis

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats
  • JSON

Confirm


Back to MERAL


Back to MERAL