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human-or-neural-translation-demo

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add scripts for translating and generating splits.

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Update README.md

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README

The README file for this repository.

Human or Neural Translation Reproduction

A small repro of the "Human or Neural Translation?" paper by Bhardwaj et al.

Requirements

This repo assumes you have a GPU and have installed the relevant dependencies...

pip3 install torch==1.10.2+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html
pip3 install simpletransformers transformers sentencepiece scikit-learn pandas numpy sacremoses

Preparing the dataset

Download and untar the da-en file found here. Once untarred, run python split.py && python translate.py.

Running the experiments

Open the notebook in this directory with jupyter. If you have the dependencies installed and have a GPU, all should be well...