Machine-Translation

This repository is made for the NLP course project - May 2018.

• Translating Persian text to Quran-style Arabic text using OpenNMT-py.

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To run, follow these steps:

1. Clone OpenNMT-py:
   git clone https://github.com/OpenNMT/OpenNMT-py
cd OpenNMT-py

2. Intall requirements:
   pip3 install -r requirements.txt

3. Preprocess the data:
   python3 preprocess.py -train_src data/src-train.txt -train_tgt data/tgt-train.txt -valid_src data/src-val.txt -valid_tgt data/tgt-val.txt -save_data data/demo

4. Train the model:
   python3 train.py -data data/demo -save_model demo-model

5. Translate:
   python3 translate.py -model demo-model_XYZ.pt -src data/src-test.txt -output pred.txt -replace_unk -verbose

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Sample result:

    input: من شما را دوست دارم
    output: إِنِّي لَكُمْ أَمِينٌ