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MoneebAliKarrar/low-resource-neural-machine-translation

Domaine:

natural language processing

Type de record:

project
Créateur:
Mon
Hôte:
# Machine_Translation # Low-Resource Machine Translation (Arabic–Igbo) ## Overview This project focuses on building a neural machine translation system for low-resource languages using Transformer-based models. ## Key Features - Fine-tuned M2M100 multilingual model - Custom preprocessing pipeline (cleaning, alignment, filtering) - Evaluation using BLEU and chrF metrics ## Tech Stack - Python, PyTorch, HuggingFace Transformers ## Results - Significant improvement over zero-shot baseline ## Author Moneeb Ali Karrar