ISSUES OF DIGITAL CORPORA, ARTIFICIAL INTELLIGENCE, AND LINGUISTIC MODELING IN LINGUISTIC RESEARCH
https://doi.org/10.5281/zenodo.20377906
Kalit so‘zlar
digital corpora, artificial intelligence, linguistic modeling, corpus linguistics, natural language processing, computational linguisticsAnnotasiya
The rapid development of digital technologies has significantly transformed modern linguistic research. This article examines the role of digital corpora, artificial intelligence, and linguistic modeling in the study of language. Digital corpora provide authentic language data for large-scale analysis, while artificial intelligence technologies contribute to natural language processing, machine translation, and speech recognition. Linguistic modeling helps researchers represent and predict language structures and patterns through computational methods. The article also discusses the major challenges related to data reliability, algorithmic bias, multilingual limitations, and ethical concerns. The study concludes that although these technologies greatly enhance linguistic research, careful methodological and ethical considerations remain essential for obtaining accurate and responsible research outcomes.
Foydalanilgan adabiyotlar ro‘yhati
McEnery, T., & Hardie, A. Corpus Linguistics: Method, Theory and Practice. Cambridge University Press, 2012.
Jurafsky, D., & Martin, J. H. Speech and Language Processing. Pearson Education, 2023.
Biber, D., Conrad, S., & Reppen, R. Corpus Linguistics: Investigating Language Structure and Use. Cambridge University Press, 1998.
Manning, C. D., & Schütze, H. Foundations of Statistical Natural Language Processing. MIT Press, 1999.
Crystal, D. Language and the Internet. Cambridge University Press, 2006.
Bird, S., Klein, E., & Loper, E. Natural Language Processing with Python. O’Reilly Media, 2009.
McCarthy, J. Artificial Intelligence: A Modern Approach. Pearson, 2021.
Leech, G. Introducing Corpus Linguistics. Routledge, 2014.
Russell, S., & Norvig, P. Artificial Intelligence: A Modern Approach. Pearson Education, 2020.
Sinclair, J. Corpus, Concordance, Collocation. Oxford University Press, 1991.
