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https://publication.npru.ac.th/jspui/handle/123456789/1644
Title: | THAI SENTENCES GENERATION ENGINE DEPENDED ON COMMUNICATION OBJECTS |
Other Titles: | เครื่องจักรสร้างประโยคภาษาไทยตามวัตถุประสงค์ของการสื่อสาร |
Authors: | Khancome, Chouvalit Daengcharoen, Suphrattra Charungchit, Kanida |
Keywords: | Natural Language Processing Thai Sentence Generation Thai Story Generation Thai Sentence Generation Engine Cross-product Relation |
Issue Date: | 8-Jul-2022 |
Publisher: | The 14th NPRU National Academic Conference Nakhon Pathom Rajabhat University |
Abstract: | This research paper presents a new software machine for generating Thai sentences according to the objectives of communication: declarative sentences, negative sentences, question sentences, and command or request sentences. Then, those sentences will be stored in a corpus of Thai sentences for use in Text Generation and Story Generation research or Machine Learning and building a language model. The inner mechanisms of machine relies on relational databases using a cross-product relational algebraic function as a rule to control sentence construction followed by Thai grammatical patterns. The preliminary theoretical experiments imported 14 Thai sentence patterns and 4.506x10^16 sentences with 8 Thai sentence patterns of the objective communication. The results of the theoretical experiments found that the machine was able to create a context-free sentence of 1.09928x10^18, divided into the number of questions 6.41245x10^17, negative sentences 2.74819x1017, and command or request sentences 1.83213x10^17, respectively. |
URI: | https://publication.npru.ac.th/jspui/handle/123456789/1644 |
Appears in Collections: | Proceedings of the 14th NPRU National Academic Conference |
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npru-64.pdf | 474.04 kB | Adobe PDF | View/Open |
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