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Browse files- sacrebleu_manual.py +0 -72
sacrebleu_manual.py
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"""
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NOTE: This file implements translation tasks using datasets from WMT conferences,
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provided by sacrebleu. Traditionally they are evaluated with BLEU scores. TER
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and CHRF are other options.
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We defer citations and descriptions of the many translations tasks used
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here to the SacreBLEU repo from which we've obtained the datasets:
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https://github.com/mjpost/sacrebleu/blob/master/sacrebleu/dataset.py
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Homepage: https://github.com/mjpost/sacrebleu/blob/master/sacrebleu/dataset.py
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"""
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from sacrebleu import sacrebleu
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import datasets
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import os
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import json
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_CITATION = """
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@inproceedings{post-2018-call,
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title = "A Call for Clarity in Reporting {BLEU} Scores",
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author = "Post, Matt",
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booktitle = "Proceedings of the Third Conference on Machine Translation: Research Papers",
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month = oct,
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year = "2018",
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address = "Belgium, Brussels",
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publisher = "Association for Computational Linguistics",
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url = "https://www.aclweb.org/anthology/W18-6319",
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pages = "186--191",
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}
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"""
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class SacrebleuManual(datasets.GeneratorBasedBuilder):
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VERSION = datasets.Version("1.0.0")
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names = [name for name in list(sacrebleu.get_available_testsets()) if name not in ["wmt23", "wmt24"] and "wmt21" not in name]
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print(names)
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BUILDER_CONFIGS = [
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datasets.BuilderConfig(name=f"{name.replace('/', '_')}_{langpair}", version=datasets.Version("1.0.0"), description="")
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for name in names
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for langpair in sacrebleu.get_langpairs_for_testset(name)
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]
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def _info(self):
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features = datasets.Features(
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{
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"translation": datasets.Value("string"),
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}
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)
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return datasets.DatasetInfo(
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description=f"Sacrebleu\n{self.config.description}",
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features=features,
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homepage="",
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license="",
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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downloaded_files = dl_manager.download(f"{os.path.join(*self.config.name.split('_'))}.jsonl")
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print(downloaded_files)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={"path": downloaded_files},
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)
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]
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# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
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def _generate_examples(self, path):
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with open(path, encoding="utf-8") as f:
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for key, row in enumerate(f):
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yield key, json.loads(row)
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