The current training modes in translation are faced with new challenges in the era of economic globalization and big data. This paper analyzes the problems existing in the present collaboration education in cultivating translation talents and elaborates the Government-Business-University-Research cooperation mode comprising selection mechanism, cooperation mechanism, management mechanism and evaluation mechanism, as to provide some refer...