zhiqu22 / zerotrans

ZeroTrans

This is the repository for the paper:
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation

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Prerequisite:

1. install Fairseq
2. download Moses
3. run commands

mkdir fairseq/models
mv ZeroTrans fairseq/models/ZeroTrans
mkdir moses
mv mosesdecoder/scripts moses

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An example for running experiments:

cd europal_scripts
# please update the root_path (or ROOT_PATH) in those files
# build dataset
bash build_data/preprocess.sh
# run
bash train/vanilla.sh
# inference
# bash evaluation/europarl_inference.sh # integrated in the training bash
# sort results
python excel/make_table.py