The use of computer-aided testing has become more vital in the fast-paced advancement of science and technology. Due to the vast size and lack of uniformity on the university English exam, the intelligent group paper plays a crucial role in guaranteeing the test’s quality. The issue of clever group papers in college English exams cannot be resolved using the conventional approach to group papers. So, to help with intelligent group volume analysis, this research suggests a differential evolution technique. As a first step in reducing the intelligent group volume in the interfering factor, the computer is used to assess the group volume content. The indicators are then split according to the needs of the intelligent group volume. The computer then forms a clever group paper scheme based on the intelligent group paper outcomes of the college English exam. Perform a thorough evaluation. Using MATLAB simulations, we can demonstrate that the differential evolution method can work on the intelligent group paper of the college English exam, provided that certain assessment conditions are met. Intelligent volume collecting out-rationalizes more conventional approaches to volume grouping.