Concept: Formative assessment
Beyond Scores: Explainable Intelligent Assessment Strengthens Pre-service Teachers’ Assessment Literacy
How explainable AI helps future teachers develop better assessment skills

DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection
AI system for coordinating character and story feedback in screenplay refinement

Teacher feedback improved Grade VII spelling and grammar
How teacher feedback improves spelling and grammar skills in middle school students

Adaptive formative assessment showed high estimation accuracy
Using personalized digital testing to improve engineering student learning and instructor feedback

Narrative writing patterns differed by institution and scoring links
How institutional context shapes student narrative writing and linguistic complexity

CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support
AI tool designed to support each stage of experienced lyricists' creative workflows

Shared assessment protocol improved final year project supervision
How guided assessment improves student outcomes in teacher education capstone projects












