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  1. University of Computer Studies, Yangon
  2. Conferences

Automatic Template Generation for Myanmar Preposition Checking System

http://hdl.handle.net/20.500.12678/0000004906
http://hdl.handle.net/20.500.12678/0000004906
8a2f3be9-7ec2-497d-a65c-238b4a7584bc
dd94777c-ac7d-4285-9750-7d9ec7a3580f
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2. 2. Automatic Template Generation for Myanmar Preposition Che.pdf (222 Kb)
Publication type
Article
Upload type
Publication
Title
Title Automatic Template Generation for Myanmar Preposition Checking System
Language en
Publication date 2015-02-05
Authors
Win, Khaing Htet
Description
Although the numbers of researches areincreased in natural language processing, thedevelopment of grammar checking system forMyanmar language is very few. Much of the researchesin checking area depends on hand-crafted rules andfocuses on certain error types. However, the manualprocess of creation of rules is costly, time-consumingand error-prone. It seems therefore advisable to usemachine-learning algorithms to create the rulesautomatically. In this paper, we describe a system forcorrecting Myanmar preposition errors automaticallyand non-native writers often make these errors. Adecision tree algorithm (DT) is applied for automatictemplate generation of preposition errors usingMyanmar Text Corpus. Correct Sentences in thecorpus increase the performance of the method. Themethod works automatically, does not require problemdomain expert to build these rule and can be applied toMyanmar language text.
Keywords
Myanmar Prepositions Checker, Templates, Decision Tree (DT)
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/81
Journal articles
Thirteenth International Conferences on Computer Applications(ICCA 2015)
Conference papers
Books/reports/chapters
Thesis/dissertations
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