mode collapse 1political attitudes 1semantic similarity rating 1silicon sampling 1survey generation 1text embeddings 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CY2026
Correcting Mode Collapse in Silicon Sampling with Semantic Similarity Rating
Oscar Heath, Rohan Alexander
The paper studies why large language models produce overly uniform survey answers (mode collapse) and proposes using semantic similarity ratings of text-only responses, mapped to n…
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…