After large-scale data testing, the TMLC system has a good ability to detect inappropriate documents in Chinese dissertations, reaching the mature level of large-scale application. In view of the actual situation of academic misconduct documents in China, it is necessary to continue to develop English academic misconduct documents and English translation misconduct documents. At the same time, the contrast database should be extended to English database and network literature at the same time, and the fact database should be expanded simultaneously to establish a standardized Chinese-English contrast database. Therefore, there is still a lot of further research and development work, and I hope that the TMLC system can be continuously improved in practical application.