Neural Machine Translation

Advanced translation systems between Kurdish and major world languages

Active
Started: September 2021
2 Team Members

Project Overview

Development of sophisticated neural machine translation systems that understand Kurdish's complex morphology and dialectal variations. Our transformer-based models incorporate morphological awareness and cultural context to provide accurate translations between Kurdish and English, Arabic, Turkish, and Persian.

Technologies & Methods

Transformer Neural Networks Morphological Analysis Attention Mechanisms

Applications

  • Cross-cultural Communication
  • Content Localization
  • Academic Translation

Related Publications

Neural Machine Translation for Kurdish-English Language Pairs

Dr. Karim Mohammad , Dr. Zainab Hussein (2023)

We present a transformer-based neural machine translation system specifically designed for Kurdish-English translation, incorporating morphological awareness and handling dialectal variations across …

Related Datasets

Kurdish-English Parallel Translation Corpus

Published: May 8, 2023 | Size: 450 MB

High-quality parallel corpus containing 500,000 sentence pairs for Kurdish-English translation, covering multiple domains and ensuring balanced representation of both Sorani and Kurmanji dialects.

Kurdish Morphological Analysis Dataset

Published: April 20, 2023 | Size: 85 MB

Comprehensive morphological analysis dataset containing 100,000 Kurdish words with detailed morphological breakdowns, POS tags, and inflectional information for both Sorani and Kurmanji dialects.

Project Statistics

Publications: 1
Datasets: 2
Team Size: 2

Research Team

Funding

European Union Horizon Research Grant