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Uzsemcor: Semantik Takomillashtiruvchi Platforma Yaratishning Nazariy Asoslari
Nilufar ABDURAXMONOVA · Zenodo (CERN European Organization for Nuclear Research) 2026 · 2026
DOI: 10.5281/zenodo.23798885
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Natural Language Processing TechniquesTopic Modelinglinguistics and terminology studiesComputer science
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Abstract
Mazkur maqolada AL-10325046633-sonli “UzSemCor: O‘zbekcha yozma matnlarni SI orqali semantik takomillashtiruvchi platforma” mavzusidagi amaliy loyiha (2026-2027) doirasida amalga oshirilayotgan ishlarning nazariy asoslari bayon qilingan. O‘zbek tilidagi ko‘p ma’noli leksik birliklarni kontekst asosida semantik jihatdan belgilash, ularning ma’no variantlarini farqlash hamda korpus ma’lumotlarini avtomatik va ekspert nazorati ostida semantik annotatsiyalashga mo‘ljallangan UzSemCor semantik takomillashtiruvchi platformasini yaratishning nazariy asoslari tadqiq etiladi. Tadqiqotning nazariy-metodologik bazasini semantik korpus, WordNet tipidagi leksik-semantik tarmoqlar, Word Sense Disambiguation (WSD semantika, kontekstual embeddinglar, morfologik va sintaktik annotatsiya hamda inson–mashina hamkorligidagi korpus annotatsiyasini yaratish borasidagi dastlabki yondashuvlar tashkil etishi borasidagi fikrlar tahlilga tortilgan.
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