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Automatic Acquisition of Opinion Words from Myanmar Facebook Movie Comments
https://meral.edu.mm/records/6746
https://meral.edu.mm/records/6746d6854f11-da65-4fe2-9f1e-7bf5fa63be59
041db581-e33a-458d-b567-b6f9d17ffe51
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Conference paper | ||||||
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Publication | ||||||
Title | ||||||
Title | Automatic Acquisition of Opinion Words from Myanmar Facebook Movie Comments | |||||
Language | en | |||||
Publication date | 2018-05-08 | |||||
Authors | ||||||
Win Win Thant | ||||||
Kiyoaki Shirai | ||||||
Description | ||||||
This paper presents a method for the automatic acquisition of new Myanmar opinion words based on syllable n-gram frequencies, since the Myanmar language uses a syllabic writing system. There is a need for the automatic construction of opinion lexicons for any specific domain, and the proposed method makes it possible to construct an opinion lexicon for Myanmar movies using a bootstrapping approach. We use Myanmar movie comments from Facebook, a popular social network, as a corpus, and determine the valence or polarity of the comments (positive or negative) using a small number of opinion words. These opinion words are then extracted from polarity-identified Facebook comments. Our proposed method is based on n-grams of syllables without word segmentation, since Myanmar is an under-resourced language and no public tool exists for word segmentation. | ||||||
Keywords | ||||||
Opinion lexicon, Myanmar movie comments, n-gram syllables, bootstrapping | ||||||
Conference papers | ||||||
LREC 2018 Workshop | ||||||
7-8 May, 2018 | ||||||
The 13th Workshop on Asian Language Resources (ALR13) |