Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 11, Issue 3


Published
on


Pages

1913-1918


DOI

Article

A Study Into The Design Of A Soft-Computing Based Unsupervised Translator That Deals With Ambiguities


Authors

Shatadru Sengupta Affiliation:
Department of Computer Applications, Haldia Institute of Technology, Haldia 721657, West Bengal, India
, Bipasha Biswas Affiliation:
Department of Computer Applications, Haldia Institute of Technology, Haldia 721657, West Bengal, India
, Apratim Mitra Affiliation:
Department of Computer Applications, Haldia Institute of Technology, Haldia 721657, West Bengal, India
and Sk Shahnawaj Affiliation:
Department of Computer Applications, Haldia Institute of Technology, Haldia 721657, West Bengal, India


Abstract

A key area of work, and indeed of challenges, in Machine Translation (MT) is dealing with ambiguity. While in MT we aim to reduce the gap between human perception and machine solution, we have repeatedly failed to show perfect results regarding this, and we continue to failing getting human like translations from our machines. This conceptual paper reviews a few of the commonly faced problems in ambiguity resolution when translating from English to Bengali and vice versa, and, on the basis of this, aims to propose a soft-computing based method in designing an English to Bengali and vice versa translator which may yield better results in the future. The implementation and hence the corresponding analytical studies thereafter are left as future work.


Keywords

NLP, Machine Translation, MT, Natural Language Processing, Unsupervised removal of ambiguity, Genetic Algorithm, Fuzzy Logic and NLP


Citation

Sengupta, S., Biswas, B., Mitra, A., & Shahnawaj, S. (2020). A study into the design of a soft-computing based unsupervised translator that deals with ambiguities. Turkish Journal of Computer and Mathematics Education, 11(3), 1913–1918.

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