Cognitive Agent Compilation uses a teacher LLM to create explicit, inspectable problem-solving agents by separating knowledge, policy, and verification components for educational applications.
Computers and Education: Artificial Intelligence3, 100074 (2022)
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An explainable LLM dialogue system for student behavior diagnosis outperforms baselines in evidence identification and increases trust among pre-service teachers in a small study.
citing papers explorer
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Cognitive Agent Compilation for Explicit Problem Solver Modeling
Cognitive Agent Compilation uses a teacher LLM to create explicit, inspectable problem-solving agents by separating knowledge, policy, and verification components for educational applications.
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Tell Me Why: Designing an Explainable LLM-based Dialogue System for Student Problem Behavior Diagnosis
An explainable LLM dialogue system for student behavior diagnosis outperforms baselines in evidence identification and increases trust among pre-service teachers in a small study.