CHALLENGES AND STRATEGIES FOR TERMINOLOGICAL CLARITY IN COMPUTER LINGUISTICS

Authors

  • Nigora Satibaldieva

Keywords:

Keywords: computational linguistics; polysemy; terminological clarity; natural language processing; homonymy; metaphorical extension; syntactic ambiguity; standardized terminology.

Abstract

This paper delves into the intricate challenge of polysemy within computational
linguistics, a field uniquely positioned at the intersection of language and technology.
Polysemy, the phenomenon of multiple meanings for a single term, is both a linguistic
richness and a computational hurdle. The paper discusses how diverse meanings of
terms in different subfields can lead to ambiguities in computational models. The paper
also explores various polysemy types, including homonymy, metaphorical extension,
and syntactic ambiguity, highlighting their implications for natural language
processing and professional communication. Emphasizing the need for standardized
terminology, the paper suggests strategies like comprehensive glossaries and
consensus building. Through case studies and future research directions, it underscores
the importance of tackling polysemy for advancing clarity in computational linguistics.

References

References:

Dalieva M. (2024). POLYSEMY IN COGNITIVE LINGUISTICS. Web of

Teachers: Inderscience Research, 2(1), 17–19. Retrieved from

https://webofjournals.com/index.php/1/article/view/634

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

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

Published

2024-02-06

How to Cite

Nigora Satibaldieva. (2024). CHALLENGES AND STRATEGIES FOR TERMINOLOGICAL CLARITY IN COMPUTER LINGUISTICS . ОБРАЗОВАНИЕ НАУКА И ИННОВАЦИОННЫЕ ИДЕИ В МИРЕ, 38(1), 166–168. Retrieved from http://newjournal.org/index.php/01/article/view/11286