NOMLOVCHI BIRLIKLARNI ANIQLOVCHI (NER –Named entity recognition) TIZIMILAR TAVSIFI
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NER, NLP, AI, ML, HR, neyron tarmoqlar, chatbotlar, qidiruv tizimlari##article.abstract##
Tabiiy tilni qayta ishlash kompyuter lingvistikasining asosiy yo‘nalishlaridan biridir. Tilni qayta ishlash bir necha bosqichda amalga oshiriladi, bunda nomlovchi birliklarni tanib, aniqlab olish muhim bosqichlardan biridir. NER tizimlari savollarga javob berish, ma’lumot qidirish va mashina tarjimasi kabi turli xil ilovalarda qo‘llanilib nutqning bir qismini belgilash va tahlil qilish kabi boshqa NLP vazifalarining aniqligini oshirish uchun ham ishlatilar ekan mashina ta’limi algoritmlaridan foydalanish orqali esa tashkilotlar o‘z ma’lumotlaridan qimmatli tushunchalarga ega bo‘lishi, qaror qabul qilish jarayonlarini yaxshilashi va raqobatchilardan oldinda bo‘lishiga imkon berishi mumkin. Ma’lumotlarning ahamiyati ortib borar ekan, NER kelajakda ma’lumotlarni tahlil qilishda tobora muhim rol o‘ynashi shubhasiz.
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