3 papers
cs.CL2022
Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models
Patrick Haller, Andreas Säuberli, Sarah Elisabeth Kiener +3
Eye movements are known to reflect cognitive processes in reading, and psychological reading research has shown that eye gaze patterns differ between readers with and without dysle…
cs.CL2021
Revisiting the Uniform Information Density Hypothesis
Clara Meister, Tiago Pimentel, Patrick Haller +3
The uniform information density (UID) hypothesis posits a preference among language users for utterances structured such that information is distributed uniformly across a signal.…
cs.LG2020
Discriminative Viewer Identification using Generative Models of Eye Gaze
Silvia Makowski, Lena A. Jäger, Lisa Schwetlick +3
We study the problem of identifying viewers of arbitrary images based on their eye gaze. Psychological research has derived generative stochastic models of eye movements. In order…