Neural Machine Translation (NMT) tutorial with OpenNMT-py. Data preprocessing, model training, evaluation, and deployment.
- Data Processing (notebook, repository)
- NMT Model Training with OpenNMT-py (notebook)
- Translation/Inference with CTranslate2 (code)
- MT Evaluation with BLEU (tutorial, repository)
- Simple Web UI (tutorial, repository)
- Running TensorBoard with OpenNMT (tutorial)
- Low-Resource Neural Machine Translation (tutorial)
- Domain Adaptation with Mixed Fine-tuning (tutorial)
- Overview of Domain Adaptation Techniques (tutorial)
- Multilingual Machine Translation (tutorial)
- Using Pre-trained NMT models with CTranslate2 (tutorial)
- Domain-Specific Text Generation for Machine Translation (paper, article)