The analysis of ontology learning techniques reveals a trend of enhancing the performance of ontology learning with additional knowledge support such as dictionary and thesaurus. Given the lack of established resources in some domains, natural language processing techniques are ntroduced into ontology learning to generate linguistic information (e.g., phrase structures and dependency relationship) from the text automatically.