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
· Journal for Language Technol... · 0 citations