Title :
A Web-based Chinese question answering with answering validation
Author :
Cai, Dongfeng ; Dong, Yanju ; LV, Dexin ; Zhang, Guiping ; Miao, Xuelei
Author_Institution :
Natural Language Process. Lab., Shenyang Inst. of Aeronaut. Eng., China
fDate :
30 Oct.-1 Nov. 2005
Abstract :
Question answering system can give users precise answer to the question presented in natural language. This paper describes a Chinese question answering system, which can find answer on the Web. The system only utilizes the "snippet" in the result returned by Web search engine as data resource for answer extraction. The paper presents an answer extraction method which is based on the calculation of sentence similarity between question and answer. One novel characteristic of this system is its answer validation method, which combines similarity calculation and correlation calculation together to select answer from a pool of candidate answers. The experiment result shows it is more effective than common answer selection methods.
Keywords :
Internet; information retrieval; natural languages; search engines; Web search engine; Web-based Chinese question answering; answer extraction method; answer selection method; answer validation method; correlation calculation; data resource; natural language; sentence similarity calculation; Aerospace engineering; Computer aided instruction; Data mining; Information retrieval; Information technology; Laboratories; Natural languages; Search engines; Space technology; Web search;
Conference_Titel :
Natural Language Processing and Knowledge Engineering, 2005. IEEE NLP-KE '05. Proceedings of 2005 IEEE International Conference on
Print_ISBN :
0-7803-9361-9
DOI :
10.1109/NLPKE.2005.1598788