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Zahra Moradi

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Review Open access Jul 2026

Improving Machine Translation Output with Lightweight Preprocessing and CNN-Based Quality Estimation

A dual-stage framework that integrates linguistic preprocessing techniques and a Convolutional Neural Network (CNN)-based classifier for translation quality assessment that forms a robust, scalable, and adaptable solution for improving translation outputs is introduced.

Zahra Moradi · 0 citations

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