A Chinese question classification using one-vs-one method as a learning tool

作者：Xiao, Yanshan; Liu, Bo^*; Cao, Longbing

来源：International Journal of Intelligent Information and Database Systems, 2008, 2(4): 446-459.

DOI：10.1504/IJIIDS.2008.021447

• Chinese question classifications
• Learning tool
• One vs ones
• One-against-one algorithm
• One-against-one methods
• Question Answering
• Question answering systems
• Question classification

Question classification plays an important role in the question answering system and the errors of question classification will probably result in the failure of question answering. Thus, how to enhance the accuracy is an open question. In order to enhance the accuracies of the Chinese question classification, this paper extends one-against-one method based on SVMs to resolve the problems. The results show the good performance of the algorithm for Chinese question classification problems.

• 出版日期2008
• 单位华南理工大学