Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla
Includes bibliographical references (page 6-7).
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BRAC University
2010
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| On-line přístup: | http://hdl.handle.net/10361/625 |
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10361-6252019-09-29T05:27:27Z Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla Hasan, Fahim Muhammad Naushad UzZaman Khan, Mumit Center for Research on Bangla Language Processing (CRBLP), BRAC University Includes bibliographical references (page 6-7). There are different approaches to the problem of assigning each word of a text with a parts-of-speech tag, which is known as Part-Of-Speech (POS) tagging. In this paper we compare the performance of a few POS tagging techniques for Bangla language, e.g. statistical approach (n-gram, HMM) and transformation based approach (Brill’s tagger). A supervised POS tagging approach requires a large amount of annotated training corpus to tag properly. At this initial stage of POS-tagging for Bangla, we have very limited resource of annotated corpus. We tried to see which technique maximizes the performance with this limited resource. We also checked the performance for English and tried to conclude how these techniques might perform if we can manage a substantial amount of annotated corpus. Naushad UzZaman Fahim Muhammad Hasan Mumit Khan 2010-10-21T09:29:19Z 2010-10-21T09:29:19Z 2006 2006 Article http://hdl.handle.net/10361/625 en 7 pages application/pdf BRAC University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| description |
Includes bibliographical references (page 6-7). |
| author2 |
Center for Research on Bangla Language Processing (CRBLP), BRAC University |
| author_facet |
Center for Research on Bangla Language Processing (CRBLP), BRAC University Hasan, Fahim Muhammad Naushad UzZaman Khan, Mumit |
| format |
Article |
| author |
Hasan, Fahim Muhammad Naushad UzZaman Khan, Mumit |
| spellingShingle |
Hasan, Fahim Muhammad Naushad UzZaman Khan, Mumit Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla |
| author_sort |
Hasan, Fahim Muhammad |
| title |
Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla |
| title_short |
Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla |
| title_full |
Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla |
| title_fullStr |
Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla |
| title_full_unstemmed |
Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla |
| title_sort |
comparion of different pos tagging technique (n-gram, hmm and brill's tagger) for bangla |
| publisher |
BRAC University |
| publishDate |
2010 |
| url |
http://hdl.handle.net/10361/625 |
| work_keys_str_mv |
AT hasanfahimmuhammad comparionofdifferentpostaggingtechniquengramhmmandbrillstaggerforbangla AT naushaduzzaman comparionofdifferentpostaggingtechniquengramhmmandbrillstaggerforbangla AT khanmumit comparionofdifferentpostaggingtechniquengramhmmandbrillstaggerforbangla |
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1814309612484034560 |