Figure 3. .

Coefficient estimates (with 95% CI) for the main effect of surprisal on RT and log standard deviation in RT, as fit by the linear control GAMs. For all LMs, both coefficients are positive, and significant (p < 0.05)—with the exception of the variance effect for Transformer-XL constrained to within-sentence context.