TEZAURUS LUG'ATLARINI YARATISHDAGI DASTURLASH TILLARINING AHAMIYATI
Abstract
Tezaurus lug‘atlari so‘zlar orasidagi semantik bog‘lanishlarni tizimlashtirishda va tabiiy tilni qayta ishlashda (NLP) muhim rol o‘ynaydi. Ushbu jarayonda dasturlash tillari katta ahamiyatga ega bo‘lib, ular tezauruslarni avtomatik yaratish, tahlil qilish va ular bilan ishlash imkonini beradi. Ayniqsa, sun'iy intellekt va mashina o‘rganish algoritmlarining rivojlanishi bilan dasturlash tillarining roli yanada ortdi. Dasturlash tillari tezaurus lug‘atlarining yaratilishi va ularni integratsiya qilishda asosiy vosita hisoblanadi.
References
1.Bird, S., Klein, E., & Loper, E. (2009). Natural Language Processing with Python. O'Reilly Media.
2.Jurafsky, D., & Martin, J. H. (2023). Speech and Language Processing (3rd ed.). Pearson.
3.Goldberg, Y. (2017). Neural Network Methods for Natural Language Processing. Morgan & Claypool Publishers.
4.Manning, C. D., Surdeanu, M., Bauer, J., Finkel, J., Bethard, S. J., & McClosky, D. (2014). The Stanford CoreNLP Natural Language Processing Toolkit. Association for Computational Linguistics.
5.Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., & Polosukhin, I. (2017). Attention is All You Need. Advances in Neural Information Processing Systems, 5998-6008.
