1. Stochastic Approach of Parsing Bengali Sentences
- Author
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Sumaiya Kabir, Khadiza Tul Kobra Happy, Babe Sultana, Jahidul Islam, and Ayesha Khatun
- Subjects
Parsing ,business.industry ,Computer science ,Intonation (linguistics) ,Probabilistic logic ,computer.software_genre ,Bayesian inference ,language.human_language ,Bengali ,Probabilistic method ,Rule-based machine translation ,CYK algorithm ,language ,Artificial intelligence ,business ,computer ,Natural language processing - Abstract
The parsing technique based on associate grammar rules as well as probability is called stochastic parsing. This paper suggested a probabilistic method to eliminate the uncertainty from the sentences of Bangla. The technique of Binarization is applied to increase the precision of the parsing. CYK algorithm is used in this paper. The work mainly focused on intonation-based sentences, for these reasons PCFGs (Probabilistic Context-Free Grammars) is based on proposed. About 30324 words are used to test the proposed system; average 93% accuracy is achieved. GUB JOURNAL OF SCIENCE AND ENGINEERING, Vol 7, Dec 2020 P 51-56
- Published
- 2021
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