Automatic question answering based on single document

Xiaodong Wang; Bei Xu; Hai Zhuge

doi:10.1109/SKG.2016.021

Automatic question answering based on single document

Xiaodong Wang, Bei Xu, Hai Zhuge

Computer Science Research Group

Research output: Chapter in Book/Published conference output › Conference 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 language	English
Title of host publication	Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016
Editors	Hai Zhuge, Xiaoping Sun
Place of Publication	Piscataway, NJ (US)
Publisher	IEEE
Pages	90-96
Number of pages	7
ISBN (Electronic)	978-1-5090-4795-6
DOIs	https://doi.org/10.1109/SKG.2016.021
Publication status	Published - 11 Jan 2017
Event	12th International Conference on Semantics, Knowledge and Grids, SKG 2016 - Beijing, China Duration: 15 Aug 2016 → 17 Aug 2016

Conference

Conference	12th International Conference on Semantics, Knowledge and Grids, SKG 2016
Country/Territory	China
City	Beijing
Period	15/08/16 → 17/08/16

Bibliographical note

-

Keywords

category
question answering
Wikipedia

Access to Document

10.1109/SKG.2016.021

Cite this

@inproceedings{9b3e844c4c9a47a78d56bbfdfc4aff1f,

title = "Automatic question answering based on single document",

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.",

keywords = "category, question answering, Wikipedia",

author = "Xiaodong Wang and Bei Xu and Hai Zhuge",

note = "-; 12th International Conference on Semantics, Knowledge and Grids, SKG 2016 ; Conference date: 15-08-2016 Through 17-08-2016",

year = "2017",

month = jan,

day = "11",

doi = "10.1109/SKG.2016.021",

language = "English",

pages = "90--96",

editor = "Hai Zhuge and Xiaoping Sun",

booktitle = "Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016",

publisher = "IEEE",

address = "United States",

}

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., 7815082, IEEE, Piscataway, NJ (US), pp. 90-96, 12th International Conference on Semantics, Knowledge and Grids, SKG 2016, Beijing, China, 15/08/16. https://doi.org/10.1109/SKG.2016.021

TY - GEN

T1 - Automatic question answering based on single document

AU - Wang, Xiaodong

AU - Xu, Bei

AU - Zhuge, Hai

N1 - -

PY - 2017/1/11

Y1 - 2017/1/11

N2 - 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.

AB - 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.

KW - category

KW - question answering

KW - Wikipedia

UR - http://ieeexplore.ieee.org/document/7815082/

UR - http://www.scopus.com/inward/record.url?scp=85013306198&partnerID=8YFLogxK

U2 - 10.1109/SKG.2016.021

DO - 10.1109/SKG.2016.021

M3 - Conference publication

AN - SCOPUS:85013306198

SP - 90

EP - 96

BT - Proceedings - 2016 12th International Conference on Semantics, Knowledge and Grids, SKG 2016

A2 - Zhuge, Hai

A2 - Sun, Xiaoping

PB - IEEE

CY - Piscataway, NJ (US)

T2 - 12th International Conference on Semantics, Knowledge and Grids, SKG 2016

Y2 - 15 August 2016 through 17 August 2016

ER -

Automatic question answering based on single document

Abstract

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Fingerprint

Ranking scientific articles in a dynamically evolving citation network

Summarization of related work through citations

The role of cause-effect link within scientific paper

Cite this