maryam1ou / bidirectrnn_machine_translation

Bidirectional Recureent Neural Network for Machine translation using attention

latest code available in github

Start with the file: nmt_setup.ipynb --- this gives a quick peak at the dataset and the input files provided.

Remaining files:

• enc_dec.ipynb --- implementation of encoder-decoder with global attention
• nmt_translate.ipynb --- source code to load data and run training, compute bleu
• nmt_config.py --- neural model parameters, data selection, etc.

For running multiple experiments, we are also providing the python versions of these IPython notebooks.

Experiment Procedure

• set experiment parameters in nmt_config.py
• execute bash script run_exp.bat