Abstract: The study was implemented to explore the learning effectiveness with cooperative learning pedagogy.120 non-English majors were divided into experimental class and control class;the experimental class have carried out the cooperative learning program for one year.The statistical data of the exams in two classes shows that students greatly improve their English proficiency under cooperative learning pedagogy.