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  1. University of Computer Studies, Yangon
  2. Conferences

Template-Driven Automatic Myanmar Text Summarization using Conditional Random Fields

http://hdl.handle.net/20.500.12678/0000004344
http://hdl.handle.net/20.500.12678/0000004344
52dc85ad-7bcd-403a-84cb-a73f6b8ac617
01976a1f-88cf-4096-8e99-721ab46a3930
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Title
Title Template-Driven Automatic Myanmar Text Summarization using Conditional Random Fields
Language en_US
Publication date 2012-02-28
Authors
Kyaw, Win Thuzar
Thein, Ni Lar
Htay, Hla Hla
Description
By providing information as the summary, thereader can save time and can easily absorb themain concepts of the articles which aredescribed in digital form. Therefore, automatictext summarization, the process of compressingthe documents into the compact style by means ofa computer, plays an important role. In thispaper, Template-Driven Automatic MyanmarText Summarization using Conditional RandomFields (CRFs) is introduced for Myanmar newsarticles in natural disaster domain collectedfrom official Myanmar Newspaper. CRFs areundirected graphical models which can be usedto segment and label natural language text. CRFmodel is mainly used for information extractionin this work.
Keywords
automatic text summarization, conditional random fields (CRFs)
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/2280
Journal articles
Tenth International Conference On Computer Applications (ICCA 2012)
Conference papers
Books/reports/chapters
Thesis/dissertations
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