OʻZBEK TILIDAGI BAHSLI MATNLARNI AVTOMATIK TASNIFLASH VA MUALLIFNI LINGVISTIK PROFILLASH
DOI:
https://doi.org/10.67227/jqegs794Kalit so‘zlar:
bahsli matn, avtomatik tasniflash, UCTS korpusi, sud-lingvistik ekspertiza, lingvistik profillash, makro-F1, annotatorlararo kelishuv, forensik lingvistika.Abstrak
Maqolada o‘zbek tilidagi bahsli matnlarni avtomatik tasniflash va muallifning ehtimoliy profilini aniqlash masalalari tadqiq etiladi. 400 birlikdan iborat sintetik UCTS korpusida izohlanuvchan model muzlatilgan test to‘plamida baholandi: kontekst toifalari bo‘yicha makro-F1 ko‘rsatkichi 0,712 ni tashkil etdi. Muallif jinsini aniqlash natijasi nisbatan past (0,567) bo‘lib, bu ko‘rsatkich qat’iy dalil emas, balki yo‘naltiruvchi indikator sifatida qaralishi lozimligini ko‘rsatadi.
Yuklashlar
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