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From Ancient Manuscripts to Modern Social Media: Evolution of Tonality Analysis Methods for Low-Resource Languages.

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Title: From Ancient Manuscripts to Modern Social Media: Evolution of Tonality Analysis Methods for Low-Resource Languages.
Authors: Baishemirov, Zharasbek1,2,3, Kassymbayev, Azim2,4, Yedilkhan, Didar1,3, Amirgaliyev, Beibut1,4, 211704@astanait.edu.kz, Abdikenov, Beibit5
Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5650, 27p
Database: Applied Science & Technology Source
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        Value: 10.3390/app16115650
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        Text: English
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              Text: Jun2026
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              Y: 2026
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