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cs.CL2026
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…
cs.CL2026
Probing for Reading Times
Eleftheria Tsipidi, Samuel Kiegeland, Francesco Ignazio Re +4
Probing has shown that language model representations encode rich linguistic information, but it remains unclear whether they also capture cognitive signals about human processing.…
cs.CL2025
Structure-Conditional Minimum Bayes Risk Decoding
Bryan Eikema, Anna Rutkiewicz, Mario Giulianelli
Minimum Bayes Risk (MBR) decoding has seen renewed interest as an alternative to traditional generation strategies. While MBR has proven effective in machine translation, where the…