A Method for Generating Nonverbal Reasoning Items Using n-Layer Modeling. - Mark J. Gierl; Marita MacMahon Ball; Veronica Vele; Hollis Lai (CAA, 2015)

Using Automated Processes to Generate Test Items And Their Associated Solutions and Rationales to Support Formative Feedback. - Mark Gierl; Hollis Lai (IxD&A, 2015)

Information-based methods for evaluating the semantics of automatically generated test items. - Syed Latifi; Mark Gierl; Ren Wang; Hollis Lai; Andong Wang (Artif. Intell. Res., 2017)

Can automated item generation be used to develop high quality MCQs that assess application of knowledge? - Debra Pugh; André De Champlain; Mark Gierl; Hollis Lai; Claire Touchie (Res. Pract. Technol. Enhanc. Learn., 2020)