2 code implementations • 18 Oct 2022 • Patrick Haller, Andreas Säuberli, Sarah Elisabeth Kiener, Jinger Pan, Ming Yan, Lena Jäger
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 dyslexia.
no code implementations • EMNLP 2021 • Clara Meister, Tiago Pimentel, Patrick Haller, Lena Jäger, Ryan Cotterell, Roger Levy
The uniform information density (UID) hypothesis posits a preference among language users for utterances structured such that information is distributed uniformly across a signal.
1 code implementation • NAACL 2021 • Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena Jäger, Lisa Beinborn
We analyze if large language models are able to predict patterns of human reading behavior.
no code implementations • 21 Sep 2018 • Silvia Makowski, Lena Jäger, Ahmed Abdelwahab, Niels Landwehr, Tobias Scheffer
We study whether a Fisher-SVM with this Fisher kernel and several reference methods are able to identify readers and estimate their level of text comprehension based on eye-tracking data.