Surprisal Minimisation over Goal-directed Alternatives Predicts Production Choice in Dialogue

Tom Utting, Mario Giulianelli, Arabella Sinclair

We model utterance production as probabilistic cost-sensitive choice over contextual alternatives, using information-theoretic notions of cost. We distinguish between goal-directed…