System analysis, management and information processing

Development of a short bilingual translation service based on a distributed annotated information processing system

K. F. Krai, A. Z. Enes

Institute of Computer Science and Problems of Regional Management – branch of Federal public budgetary scientific establishment "Federal scientific center "Kabardin-Balkar Scientific Center of the Russian Academy of Sciences", 360000, Russia, Nalchik, 37-a I. Armand street

Abstract: The development of a service for short bilingual translations is an urgent task of the creation of automatic text translation systems for medium and small languages, for which there are no annotated databases necessary for training. As part of this work, a system is being implemented for automatically translating short texts from one language to another, the feature of which is the use of a distributed architecture for collecting, processing, storing and using information provided by system users based on the original motivation model, which allows you to significantly increase the speed of creating a training sample and the quality of translation processing.

Keywords: machine learning, distributed system, natural language processing, data collection, web service, crowdsourcing, machine translation, artificial intelligence, information annotation, text analysis, translation, text, information processing

UDC: 004.42,004.75,004.421

Received: 22.04.2024
Revised: 27.05.2024
Accepted: 31.05.2024

DOI: 10.35330/1991-6639-2024-26-3-21-31

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