Automatic Acquisition of Chinese Semantic Collocation Rules Based on Association Rule Mining Technique
Yidong Chen · Journal of Xiamen University · 2007
The semantic collocations play important roles in parsing Chinese phrases.It is useful for both semantic disambiguation and structural disambiguation.In this paper,a corpus-based method was proposed to automatically acquire semantic collocation rules from a Chinese phrase corpus,which was annotated with semantic knowledge according to HowNet.Moreover,a metarule-guided algorithm for mining cross-level association rules was developed to acquire semantic collocation rules from the corpus.And an optimized algorithm was developed to filter these rules.The experiment results showed the effectiveness of the proposed method.Disambiguation performance of the automatically acquired rules was quiet well.