A probabilistic model with domain-aligned inductive bias detects acts of mechanistic reasoning in student conversations and shows improved generalization to unseen students and novel contexts.
This allows us to take derivatives of the ELBO with respect to qϕi1 (zi,1:J 0:T ) andq ϕi2 (si 0:T ) separately
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2026 1verdicts
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Locating acts of mechanistic reasoning in student team conversations with mechanistic machine learning
A probabilistic model with domain-aligned inductive bias detects acts of mechanistic reasoning in student conversations and shows improved generalization to unseen students and novel contexts.