The automatic classification results were evaluated against human judgement, and the performance was encouraging, with accuracy reaching over 85% in some cases.
while human judgement is not straightforward and it is difficult to create a Pan-Chinese lexicon manually, it is observed that combining simple clustering methods with the appropriate data sources appears to be a promising approach toward its automatic construction.