2 citations · 2 across the 4 of their papers we have counts for
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Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences
Patrick Haller, Lena S. Bolliger, Lena A. Jäger
To date, most investigations on surprisal and entropy effects in reading have been conducted on the group level, disregarding individual differences. In this work, we revisit the p…
PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus
Deborah N. Jakobi, Thomas Kern, David R. Reich +2
The Potsdam Textbook Corpus (PoTeC) is a naturalistic eye-tracking-while-reading corpus containing data from 75 participants reading 12 scientific texts. PoTeC is the first natural…
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts
Lena S. Bolliger, David R. Reich, Patrick Haller +3
Eye movements in reading play a crucial role in psycholinguistic research studying the cognitive mechanisms underlying human language processing. More recently, the tight coupling…
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading
Shuwen Deng, David R. Reich, Paul Prasse +3
Eye movements during reading offer insights into both the reader's cognitive processes and the characteristics of the text that is being read. Hence, the analysis of scanpaths in r…
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…
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.…