BH
bhavnicksm/marathi-neural-machine-translation
Code for building a Marathi-English machine translation neural network model.
marathi-neural-machine-translation
Code for building a Marathi-English machine translation neural network model.
Results
| models/metric | BLEU Score |
|---|---|
| Google Translate (benchmark) | 63.8 |
| Seq2Seq with Attention | 84.3 |
References
Links of references which we refered to when making this project:
Code:
PyTorch:
- PyTorch's 60 min Blitz
- Ben Trevett's Seq2Seq tutorials in Pytorch
- PyTorch's Official TorchText tutorial
- Pytorch's official Seq2Seq tutorial
- PyTorch's nn.Transformer tutorial
TensorFlow:
- Tensorflow Officical NMT with Attention Tutorial
- Tensorflow Official NMT with Transformer Tutorial
- Tensorflow saving checkpoints tutorial
- Effectively use TF 2.0