Automatic question answering based on single document

Xiaodong Wang, Bei Xu, Hai Zhuge

Research output: Chapter in Book/Report/Conference proceedingConference publication

Abstract

This paper proposes an approach to finding answers within single text for a given question through extracting a network of categories from Wikipedia as background knowledge to support matching between question and answer. Experiments show that the approach is effective for keyword-based QA.

Original languageEnglish
Title of host publicationProceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016
EditorsHai Zhuge, Xiaoping Sun
Place of PublicationPiscataway, NJ (US)
PublisherIEEE
Pages90-96
Number of pages7
ISBN (Electronic)978-1-5090-4795-6
DOIs
Publication statusPublished - 11 Jan 2017
Event12th International Conference on Semantics, Knowledge and Grids, SKG 2016 - Beijing, China
Duration: 15 Aug 201617 Aug 2016

Conference

Conference12th International Conference on Semantics, Knowledge and Grids, SKG 2016
CountryChina
CityBeijing
Period15/08/1617/08/16

Bibliographical note

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Keywords

  • category
  • question answering
  • Wikipedia

Fingerprint Dive into the research topics of 'Automatic question answering based on single document'. Together they form a unique fingerprint.

  • Research Output

    • 3 Conference contribution

    Ranking scientific articles in a dynamically evolving citation network

    Jiang, X., Gao, C. & Liang, R., 11 Jan 2017, Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids: SKG 2016. Zhuge, H. & Sun, X. (eds.). Piscataway, NJ (US): IEEE, p. 154-157 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference publication

  • Summarization of related work through citations

    Chen, J. & Zhuge, H., 11 Jan 2017, Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016. Zhuge, H. & Sun, X. (eds.). IEEE, p. 54-61 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference publication

  • The role of cause-effect link within scientific paper

    Cao, M., Sun, X. & Zhuge, H., 11 Jan 2017, Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016. Zhuge, H. & Sun, X. (eds.). Piscataway, NJ (US): IEEE, p. 32-39 8 p. 7815074

    Research output: Chapter in Book/Report/Conference proceedingConference publication

  • Cite this

    Wang, X., Xu, B., & Zhuge, H. (2017). Automatic question answering based on single document. In H. Zhuge, & X. Sun (Eds.), Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016 (pp. 90-96). [7815082] IEEE. https://doi.org/10.1109/SKG.2016.021