add data files
Browse files- README.md +19 -0
- convert-to-jsonlines.py +22 -0
- test.json +3 -0
- train.json +3 -0
- val.json +3 -0
README.md
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# WMT16 English-Romanian Translation Data w/ further preprocessing
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The original instructions are [here](https://github.com/rsennrich/wmt16-scripts/tree/master/sample).
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It was created by running:
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```
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git clone https://github.com/rsennrich/wmt16-scripts
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cd wmt16-scripts
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cd sample
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./download_files.sh
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./preprocess.sh
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```
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https://github.com/rsennrich/wmt16-scripts/tree/master/sample
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It was originally used by `transformers` [`finetune_trainer.py`](https://github.com/huggingface/transformers/blob/641f418e102218c4bf16fcd3124bfebed6217ef6/examples/seq2seq/finetune_trainer.py)
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and resided at https://cdn-datasets.huggingface.co/translation/wmt_en_ro.tar.gz
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It was further converted to `jsonlines` with the included in this repository `convert-to-jsonlines.py` script so that it could be loaded by `datasets`.
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convert-to-jsonlines.py
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#!/usr/bin/env python
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# sacrebleu format to jsonlines
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import io
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import json
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import re
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src_lang, tgt_lang = ["en", "ro"]
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for split in ["train", "val", "test"]:
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recs = []
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fout = f"{split}.json"
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with io.open(fout, "w", encoding="utf-8") as f:
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for type in ["source", "target"]:
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fin = f"{split}.{type}"
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recs.append([line.strip() for line in open(fin)])
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for src, tgt in zip(*recs):
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out = {"translation": { src_lang: src, tgt_lang: tgt } }
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x = json.dumps(out, indent=0, ensure_ascii=False)
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x = re.sub(r'\n', ' ', x, 0, re.M)
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f.write(x + "\n")
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test.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:132df683c4c2008c60dc27c772acb1e5cbcf5f6d79f2fb6adb0b08bd896fbd0e
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size 608194
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train.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:9602761a4f8c56a5c7677fbd78e0a66987fdede826aaaffbb45b6faaf11cb651
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size 209195474
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val.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ebee4e57c65b2a06484e1de295b6f63a2646d1095a0b05ca0cf1854a3de955b
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size 631127
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