AIED
When Can We Trust LLM Graders? Calibrating Confidence for Automated Assessment
Tue Jun 30, 10:45 AM–11:10 AM · North 201
Part of LLM-based Automated Grading
★ Notable speakers
Zhongzhou Chen
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— Mastery/adaptive online learning; MOOC A/B experimentation; physics education research
Shashank Sonkar
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— Pedagogical alignment of LLMs; cognitive modeling of student reasoning; AI in education at scale
A paper developing methods to identify when LLM graders can be trusted, calibrating confidence scores for automated assessment.