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School of Computing and Information Systems, Singapore Management University
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Curiosity-driven interventions in LLM tutoring can boost exploratory learning behaviors by up to 2.4x, revealing the power of language in shaping cognition.
Structuring tutoring interactions with a knowledge graph and a PPO policy leads to faster student mastery than traditional unstructured LLM dialogues.
