Open-Domain Question Answering on Heterogeneous Data

نویسندگان

  • Chuan-Jie Lin
  • Hsin-Hsi Chen
  • Che-Chia Liu
  • Jin-He Tsai
  • Hong-Jia Wong
چکیده

Open-domain question answering is a hot research topic in recent years. QA Track held by NIST has offered a new evaluation on this topic. However, its target is aimed at plain text collection only. This paper focuses on QA for heterogeneous data, including plain text, summaries, tabular data, and video programs. Discussion of what necessary adaptation could be done to deal with such kind of data is shown. MRR scores of QA on each kind of data are: plain text, 0.62; summaries, 0.43; and tables, 0.36.

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تاریخ انتشار 2001