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Applying morphological structure for effective part-of-speech tagging in Myanmar text

http://hdl.handle.net/20.500.12678/0000008002
a6ef9b60-fe59-4caa-8f05-0fadbfbf25b1
8bd48767-71ef-4038-9a39-09ffe348e98a
None
Name / File License Actions
ID9104.pdf ID9104.pdf (101 KB)
Publication type
Conference paper
Upload type
Publication
Title
Title Applying morphological structure for effective part-of-speech tagging in Myanmar text
Language en
Publication date 2011-05-05
Authors
Cynthia Myint
Description
"Part-of-Speech tagging is the process of marking up the words in a text as corresponding to a particular part of speech based on both its definition, as well as its context. Tagsets and
word disambiguation rules are fundamental parts of any POS tagger. This system proposed a new approach to POS tagger of Myanmar text. It exploits a hybrid approach which is combination of rule based and statistical methods to tag
Myanmar sentence. The tagger of this system demonstrates on the following ideas: (i) Design detail tagsets for Part-of-Speech according from Myanmar Grammar. (ii) Generate rules for
disambiguation of word in various part of speechaccording to different morphological structure.(iii) Explicit use of both preceding and following contexts via a cyclic dependency network representation. So, the expected results of this
proposed system shows that tagging accuracy is high by using morphological structure of Myanmar Language.
"
Keywords
"Keywords: POS tagging; Cyclic Dependency Network; Syntactic Categories; "
Conference papers
ICCA
2011-05-05
Proceedings of the 9th International Conference on Computer Applications, Yangon, Myanmar.
Sedona Hotel, Yangon
Session-2
www.ucsy.edu.mm
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