A Zero-Shot LLM Framework for Automated Assignment Grading in Introductory Higher Education Courses
Calvin Yeung, Jeff Yu, King Chau Cheung, Tat Wing Wong, Chun Man Chan, Kin Chi Wong, Keisuke Fujii
Topics & Concepts
Grading (engineering)Computer scienceMathematics educationShot (pellet)One shotZero (linguistics)Natural language processingMultimediaInformation retrievalMathematicsEngineeringLinguisticsChemistryPhilosophyMechanical engineeringOrganic chemistryCivil engineeringSoftware Testing and Debugging TechniquesTeaching and Learning ProgrammingIntelligent Tutoring Systems and Adaptive Learning