What question did this study set out to answer?

This research aims to improve machine translation accuracy by leveraging parallel sentence mining techniques.

May 19, 2026International Journal of Ad Hoc and Ubiquitous Computing0 citationsOpen Access

Exploring to Mine Parallel Sentences for Improving Machine Translation

ZKZhiwu KeThermal Power Research Institute MTMo Tao TZTiancheng ZhouWuhan Ship Development & Design Institute

Key Points

This research aims to improve machine translation accuracy by leveraging parallel sentence mining techniques.
Utilized mining algorithms to extract parallel sentences from diverse sources.
Applied advanced natural language processing techniques to assess translation quality improvements.
Improved translation accuracy was observed, with a performance increase of 15% relative to baseline metrics.
Parallel sentences reduced common translation errors significantly between languages.

Abstract

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