The paper makes a brief introduction to the application of natural language processing in Traditional Chinese Medicine(TCM). Through research and analysis of relevant literatures, it describes the features and application directions of such methods as the association rule mining, clustering analysis, information extraction, machine learning, etc. It also summarizes methods related to the establishment of knowledge networks on TCM and proposes new ideas for future researches of natural language processing in TCM based on the establishment of knowledge networks.