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Probing Papers on Machine Reading Comprehension

Contributed by Luxi Xing, Yuqiang Xie and Wei Peng.

Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China.

Update on April. 23, 2021.


  1. An Analysis of Prerequisite Skills for Reading Comprehension. ACL workshop,2016. [paper]

    Authors: Saku Sugawara, Akiko Aizawa

  2. Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability. ACL,2017. [paper]

    Authors: Saku Sugawara, Yusuke Kido, Hikaru Yokono, Akiko Aizawa

  3. What Makes Reading Comprehension Questions Easier?. EMNLP,2018. [paper]

    Authors: Saku Sugawara, Kentaro Inui, Satoshi Sekine, Akiko Aizawa

  4. On Making Reading Comprehension More Comprehensive. ACL,2019. [paper]

    Authors: Matt Gardner, Jonathan Berant, Hannaneh Hajishirzi, Alon Talmor, Sewon Min

  5. Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets. AAAI,2020. [paper]

    Authors: Saku Sugawara, Pontus Stenetorp, Kentaro Inui, Akiko Aizawa

  6. A Framework for Evaluation of Machine Reading Comprehension Gold Standards. LREC,2020. [paper]

    Authors: Viktor Schlegel, Marco Valentino, Andr´e Freitas, Goran Nenadic, Riza Batista-Navarro

  7. Benchmarking Machine Reading Comprehension: A Psychological Perspective. EACL,2021. [paper]

    Authors: Saku Sugawara, Pontus Stenetorp, Akiko Aizawa