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Dataset: cmrc2018 🏷
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from datasets import load_dataset dataset = load_dataset("cmrc2018")


A Span-Extraction dataset for Chinese machine reading comprehension to add language diversities in this area. The dataset is composed by near 20,000 real questions annotated on Wikipedia paragraphs by human experts. We also annotated a challenge set which contains the questions that need comprehensive understanding and multi-sentence inference throughout the context.


    title = {A Span-Extraction Dataset for {C}hinese Machine Reading Comprehension},
    author = {Cui, Yiming  and
      Liu, Ting  and
      Che, Wanxiang  and
      Xiao, Li  and
      Chen, Zhipeng  and
      Ma, Wentao  and
      Wang, Shijin  and
      Hu, Guoping},
    booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)},
    month = {nov},
    year = {2019},
    address = {Hong Kong, China},
    publisher = {Association for Computational Linguistics},
    url = {},
    doi = {10.18653/v1/D19-1600},
    pages = {5886--5891}}

Models trained or fine-tuned on cmrc2018

None yet. Start fine-tuning now =)