This paper proposed an automatic text annotation method(CRM,concept ranking model) based on learning to ranking model.Firstly the authors built a training set of concept annotation manualy,and then used the Ranking SVM algorithm to generate concept ranking model,finally the concept ranking model was used to generate concept annotation for any texts.Experiments show that proposed method has a significant improvement in various indicators compared to traditional annotation methods,and concept annotation resul...