It is an important part of postgraduate education to strengthen the cultivation of graduate students' innovative ability and improve the quality of postgraduate education. This paper argues that under the new situation of a large number of enrollment and research in the humanities, graduate education should focus on the teaching content of cutting-edge and academic, professional teaching and research teaching methods of both, and actively organize students to participate in scientific research and practice, academic culture and the cultivation of personality of both, in order to truly improve the quality of postgraduate training. <<