CRITICAL ANALYSES OF NATURAL LANGUAGE PROCESSING (NLP) IN UNDERSTANDING SEMANTICS

Farida Huseynova

doi:10.31435/rsglobal_ws/30092019/6695

Farida Huseynova Azerbaijan State Oil and Industry University, Azerbaijan

DOI: https://doi.org/10.31435/rsglobal_ws/30092019/6695

Keywords: understanding, semantic aspects, computer languages, natural language

Abstract

Today, language understanding systems do quite many useful things with processing natural language, even they are able to process the data much faster than humans are. Nevertheless, they do not have the same logical understanding of natural language yet as humans have and the interpretation capabilities of a language understanding system depending on the semantic theory is not sufficient in all aspects. The research is centered on some of the important issues that arise using it in natural language processing.

References

Aliev R.A., Fazlollahi B., Aliyev R.R..: Soft Computing and its Applications in Business and Economics, Springer-Verlag Berlin Heidelberg (2004).

Colmerauer A.: Metamorphosis Grammars, in: L. Bolt (ed.), Natural Language Communication with Computers, Springer, New York, pp. 133-187, (1978).

Copestake A..: Natural Language Processing, 8 Lectures (aac@cl.cam.ac.uk) http://www.cl.cam.ac.uk/users/aac/2004

Desikan, B. S..: Natural Language Processing and Computational Linguistics. (2018).

Natural language processing.: From Wikipedia, the free encyclopedia.

Novák V.: An Introduction to Fuzzy Logic Applications in Intelligent Systems Fuzzy Sets in Natural Language Processing, pp 185-200, (1989).

Paul P. Wang.: Computing with words, New York, John Wiley & Sons. Inc. pp 35-67, (2001).

Tsujii, J.: Computational Linguistics and Natural Language Processing. Lecture Notes in Computer Science, pp.52-67, (2011).

Yager, R. R..: On the retranslation Process in Zadeh’s Paradigm of the Computing with Words. IEEE Transactions on systems, man, and Cybernetics- Part B: Cybernetics, 34(2), (2004).

Zadeh L.A.: Toward a perception-based theory of probabilistic reasoning with imprecise probabilities J. Statist. Planning Inference. vol.10, pp. 233-264, (2002).

Zadeh L.A.: From computing with numbers to Computing with words- from Manipulation of Measurements to Manipulation of Perception. Wang P (eds) Computing with word. John Wiley & Sons. Inc. pp 35-67, (2001).

Zadeh L.A.: Test-score semantics for natural languages and meaning representation via PRUF, Emprical Semantics. Rieger B (eds) Germany: Brockmyer, pp 198-211, (1981).

Zadeh L.A.: What Computing with Words Means to Me. Article in IEEE Computational Intelligence Magazine (2010).

Mendel, J. M., "An Architecture for Making Judgments Using Computing With Words," Int. J. Appl. Math. Comput. Sci., vol. 12, No. 3, pp. 325-335, 2002.