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import csv |
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import datasets |
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_DESCRIPTION = """\ |
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Multilingual Simple Variations on Arithmetic Math word Problems (MSVAMP). |
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The same 1000 problems from [MSVAMP](https://arxiv.org/pdf/2310.20246) are each translated via human annotators in Italian. |
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You can find the input and targets in Italian and English as `.csv` files. |
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""" |
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_HOMEPAGE = "https://github.com/lranaldii/italian_arithmetic_reasoning" |
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_LICENSE = "CC BY SA 4.0" |
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_BASE_URL = "https://raw.githubusercontent.com/lranaldii/italian_arithmetic_reasoning/main/msvamp_{lang}.csv" |
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_LANG = ["it", "en"] |
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_CITATION = """\ |
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@article{author2023msvamp, |
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title={MSVAMP: Multilingual Simple Variations on Arithmetic Math word Problems}, |
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author={Author, A.}, |
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journal={arXiv preprint arXiv:2310.20246}, |
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year={2023} |
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} |
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""" |
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class MSVAMP(datasets.GeneratorBasedBuilder): |
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"""MSVAMP""" |
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BUILDER_CONFIGS = [ |
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datasets.BuilderConfig( |
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name=lang, |
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description=f"MSVAMP {lang} set", |
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version=datasets.Version("1.0.0"), |
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) |
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for lang in _LANG |
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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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"question": datasets.Value("string"), |
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"answer_number": datasets.Value("int32"), |
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} |
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) |
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return datasets.DatasetInfo( |
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description=_DESCRIPTION, |
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features=features, |
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homepage=_HOMEPAGE, |
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license=_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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name = self.config.name |
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filepaths = dl_manager.download_and_extract( |
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{ |
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datasets.Split.TEST: _BASE_URL.format(lang=name), |
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} |
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) |
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return [ |
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datasets.SplitGenerator( |
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name=split, |
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gen_kwargs={"filepath": path}, |
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) |
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for split, path in filepaths.items() |
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] |
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def _generate_examples(self, filepath): |
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with open(filepath, encoding="utf-8") as csv_file: |
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csv_reader = csv.reader( |
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csv_file, |
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delimiter=",", |
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) |
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for key, row in enumerate(csv_reader): |
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yield key, { |
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"question": row[0], |
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"answer_number": int(row[1]), |
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} |
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