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+ ---
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+ task_categories:
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+ - question-answering
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+ language:
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+ - he
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+ ---
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+
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+ # ParaShoot
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+
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+ [ParaShoot](https://github.com/omrikeren/ParaShoot): A Hebrew question and answering dataset in the style of [SQuAD](https://arxiv.org/abs/1606.05250), based on articles scraped from Wikipedia. The dataset contains a few thousand crowdsource-annotated pairs of questions and answers, in a setting suitable for few-shot learning.
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+
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+ For more details and quality analysis, see the [paper](https://arxiv.org/abs/2109.11314).
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+
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+ ## Dataset Statistics
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+
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+ | **#Items** | **#Articles** | **#Paragraphs** | |
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+ | ---------- | ------------- | --------------- | ------- |
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+ | Train | 1792 | 295 | 565 |
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+ | Dev | 221 | 33 | 63 |
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+ | Test | 1025 | 165 | 319 |
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+ | **Total** | **3038** | **493** | **947** |
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+
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+
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+ ## Citing
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+ If you use ParaShoot in your research, please cite the ParaShoot paper:
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+ ```bibtex
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+ @inproceedings{keren2021parashoot,
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+ title={ParaShoot: A Hebrew Question Answering Dataset},
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+ author={Keren, Omri and Levy, Omer},
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+ booktitle={Proceedings of the 3rd Workshop on Machine Reading for Question Answering},
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+ pages={106--112},
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+ year={2021}
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+ }
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+ ```