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Electrotechnical and Computer Engineering

Vol. 40 No. 04 (2025): Proceedings of the Faculty of Technical Sciences

IMPLEMENTING TRANSFORMER ALGORITHM FOR THE TRANSLATION PROBLEM FROM ENGLISH TO SERBIAN LANGUAGE

  • Драган Зарић
DOI:
https://doi.org/10.24867/30BE32Zaric
Submitted
April 4, 2025
Published
2025-11-18

Abstract

This paper topics is the implementation of a transformer algorithm for the problem of translation from English to Serbian language and the formation of a pretrained model that can be used for this and other natural language processing tasks. The structure implemented in this paper was proposed in the paper.

References

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[2] Daniel Jurafsky and James H. Martin, Speech and Language Processing, An Introduction to Natural Language Processing, 3rd edition, 2024 https://web.stanford.edu/~jurafsky/slp3/
[3] Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton, Layer Normalization, 2016 https://arxiv.org/abs/1607.06450
[4] https://data.statmt.org/opus-100-corpus/v1.0/supervised/en-sr/
[5] Слика преузета са: https://www.brainlabsdigital.com/blog/what-word2vec-means-forseo/