Polysemy of Terms in Computational Linguistics

Authors

  • Nigora Satibaldieva Teacher UzSWLU

Keywords:

Polysemy; computational linguistics; word sense disambiguation (wsd); semantic networks; natural language processing (nlp); terminology standardization; hyper-hyponymic relations; language evolution.

Abstract

This article examines polysemy in computational linguistics, highlighting the challenges and opportunities it presents. Polysemy, where a word has multiple meanings, is central to natural language processing and reflects the richness of human communication. The paper explores various aspects of polysemy, including Word Sense Disambiguation (WSD), semantic networks, and the impact of language evolution. It references key works by Polshchykova on terminology consistency and by Haber and Poesio on the interdisciplinary nature of polysemy research. The study emphasizes the importance of understanding the nuanced meanings of polysemous words and the role of context in their interpretation. It also discusses the significance of standardizing terminology and the implications of polysemy in professional communication within computational linguistics. The article concludes that addressing polysemy requires sophisticated computational approaches and interdisciplinary collaboration to enhance clarity and understanding in the field.

References

Crystal, D. (1997). The Cambridge Encyclopedia of Language. Cambridge University Press.

Dalieva, M. (2023). NAVIGATING THE INTERPLAY OF TERMINOLOGY, LANGUAGE, AND KNOWLEDGE. Academia Repository, 2(11), 24–27. Retrieved from https://academiarepo.org/index.php/1/article/view/230

Dalieva, M. (2023). POLYSEMY IN COGNITIVE LINGUISTICS. American Journal of Pedagogical and Educational Research, 10, 138–140. Retrieved from https://www.americanjournal.org/index.php/ajper/article/view/537

Haber, J., & Poesio, M. (2023). Polysemy - Evidence from Linguistics, Behavioural Science and Contextualised Language Models. Computational Linguistics. MIT Press.

Matytcina, M., Prokhorova, O., Chekulai, I., Kuchmistyy, V., Chebotareva, I. M., & Polshchykova, O. N. (2023). Terminology Consistency of Computational Linguistics. In Proceedings of the 2023 IEEE Conference on Telecommunications. https://dx.doi.org/10.1109/TELE58910.2023.10184403

Polshchykova, O. N. (2022). Hyper-Hyponymic Relations in Computer Linguistics Terminology. Philology, 2022(3). https://dx.doi.org/10.30853/phil20220320

Polshchykova, O. N. (2022). Polysemy in Computer Linguistics Terminology. Philology, 2022(3). https://dx.doi.org/10.30853/phil20220385.

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Published

2024-01-23

How to Cite

Nigora Satibaldieva. (2024). Polysemy of Terms in Computational Linguistics. International Journal of Scientific Trends, 3(1), 82–84. Retrieved from https://scientifictrends.org/index.php/ijst/article/view/205

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Articles