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  1. University of Information Technology
  2. Faculty of Computer Science

Function Tagging for Myanmar Language

https://meral.edu.mm/records/6739
https://meral.edu.mm/records/6739
bce985a6-8654-4d68-8845-9129241f00d7
ad38e24e-8a1c-4302-b3f9-482ba03333fa
Name / File License Actions
3. 3. Function Tagging for Myanmar Language.pdf (631 Kb)
Publication type
Journal article
Upload type
Publication
Title
Title Function Tagging for Myanmar Language
Language en
Publication date 2011-07-01
Authors
Win Win Thant
Tin Myat Htwe
Ni Lar Thein
Description
Function tagging is one of the essential steps in Myanmar to
English machine translation system. In this paper we propose a
set of function tags for Myanmar and address the question of
assigning function tags to Myanmar words. A small functional
annotated tagged corpus manually serves as the training data
because the large scale Myanmar Corpus is unavailable at
present. Part of the challenge of statistical function tagging for
Myanmar language comes from the fact that Myanmar has free
phrase order and a complex morphological system. In the task of
function tagging, we use the output of morphological analyzer
which tags the function of Myanmar sentences with correct
segmentation, POS (part-of-speech) tagging [1] and chunking
information [2]. We use Naïve Bayesian statistics to
disambiguate the possible function tags of each word in the
sentence. Function tagging can be exploited by NLP
applications such as syntactic and semantic analysis, information
retrieval and machine translation. Experiments show that our
analysis achieves a good result with simple sentences and
complex sentences.
Keywords
Function tagging, function tagset, Myanmar language, functional annotated tagged corpus
Identifier 10.5120/3074-4204
Journal articles
International Journal of Computer Applications (IJCA)
34-41
Volume 26, No.2
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