In future work, we plan to extend the analysis of the validity and consistency of our approach, and further explore its applications for language proficiency evaluation.
we will examine the impact of factors that can undermine the validity of language proficiency tests, such as test specific training, familiarity with the evaluation system's features (Powers et al., 2002), and cheating via unauthorized prior access to test materials.