Iza Škrjanec

Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”?

A wide body of evidence shows that human language processing difficulty is predicted by the information-theoretic measure surprisal, a word’s negative log probability in context. However, it is still unclear how to best estimate these probabilities needed for predicting human processing difficulty –…