Chinese question answering system Based on the Chinese FAQ

DOI

10.2991/icibet-14.2014.45How to use a DOI?

Keywords

Sentence similarity; Chinese Frame Network; Frame element; Question classification; Question answering system

Abstract

Sentence similarity computation is a key part of the Chinese FAQ system and the computation accuracy determine the quality of the system. Combining with question classification index, a new Chinese sentence similarity computing method based on Content Forward Network is proposed. The method combined concept semantic matching and the overall semantic question sentence similarity computation with question automatic classification to deal with the sentence similarity computing. Comparing with the traditional keyword-based and simple semantic question similarity computation method, Chinese frame semantic information makes the Chinese sentence similarity calculation accuracy improved obviously. The experimental results show that the method can effectively solve the intelligent matching problem in Chinese question answering system.

Copyright

© 2014, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xinlei Wang
AU  - Huijian Han
PY  - 2014/02
DA  - 2014/02
TI  - Chinese question answering system Based on the Chinese FAQ
BT  - Proceedings of the 2014 International Conference on Information, Business and Education Technology
PB  - Atlantis Press
SP  - 161
EP  - 164
SN  - 1951-6851
UR  - https://doi.org/10.2991/icibet-14.2014.45
DO  - 10.2991/icibet-14.2014.45
ID  - Wang2014/02
ER  -