RecruitingPhase 2Biological interventionPembrolizumab in Treating Participants With LeukoplakiaThis phase II pilot trial studies how well pembrolizumab works in treating leukoplakia. Monoclonal antibodies, such as pembrolizumab, may interfere with the ability of tumor cells to grow and spread.