2 papers
cs.CY2026
Correcting Mode Collapse in Silicon Sampling with Semantic Similarity Rating
Oscar Heath, Rohan Alexander
Silicon sampling refers to the use of Large Language Models (LLMs) to generate responses to surveys. It has shown promise, but tends to generate response distributions with unreali…
cs.CY2026
Systematic Review of Academic Procrastination Interventions in Computing Higher Education
Daniel Cheng, Oscar Heath, Daniyaal Farooqi +3
Academic procrastination is a persistent challenge in computing education, yet evidence on the effectiveness of course-level interventions remains fragmented across diverse designs…