Do systems pass university entrance exams?

作者:

Highlights:

• We describe a Question Answering task over real exams to enter University.

• We define an evaluation methodology that can be reused for developing new systems.

• We include an in-depth analysis of results from different points of view.

• We show that current technologies are unable to pass the proposed exams.

• We identify the most difficult questions and offer future directions.

摘要

•We describe a Question Answering task over real exams to enter University.•We define an evaluation methodology that can be reused for developing new systems.•We include an in-depth analysis of results from different points of view.•We show that current technologies are unable to pass the proposed exams.•We identify the most difficult questions and offer future directions.

论文关键词:Question answering,Reading comprehension,Semantic understanding

论文评审过程:Received 27 July 2017, Revised 2 March 2018, Accepted 6 March 2018, Available online 27 March 2018, Version of Record 27 March 2018.

论文官网地址:https://doi.org/10.1016/j.ipm.2018.03.002