AIED

Automated Essay Scoring and Feedback Optimization

Thu Jul 2, 10:45 AM–12:00 PM · R2 (Auditorium Meeting 2)

Automated Assessment & Scoring Automated Feedback Writing & Language Learning

★ Notable speakers

Neil Heffernan ★★ — ASSISTments intelligent tutoring platform; educational data mining at scale

Adam Sales ★ — Causal inference in educational data mining; combining machine learning with randomized trial analysis; principal stratification in ITS

Masaki Uto ★ — Item response theory for automated essay scoring; Bayesian psychometrics; multidimensional IRT; neural AES

AIED57 (TL) | Technical | Long-paper session

3 talks in this session

Prompt Optimization with Verifiable Rewards for Synthetic Essays in Automated Essay Scoring

Sungjin Nam

Generative AI & Large Language Models Automated Assessment & Scoring Synthetic Data & Simulated Learners

Short, Long, or Affective: Evaluating LLM-Generated Feedback Styles for Student Learning

Eamon Worden, Morgan Lee, Abubakir Siedahmed, Adam Sales, Jiayi Zhang

Generative AI & Large Language Models Automated Feedback Affect & Engagement Detection

Has Automated Essay Scoring Reached Sufficient Accuracy? Deriving Achievable QWK Ceilings from Classical Test Theory

Masaki Uto

Automated Assessment & Scoring Psychometrics & Educational Measurement Writing & Language Learning