3 papers
cs.CL2021
Multilingual Language Models Predict Human Reading Behavior
Nora Hollenstein, Federico Pirovano, Ce Zhang +2
We analyze if large language models are able to predict patterns of human reading behavior. We compare the performance of language-specific and multilingual pretrained transformer…
cs.CV2019
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye
Lena A. Jäger, Silvia Makowski, Paul Prasse +3
We study involuntary micro-movements of the eye for biometric identification. While prior studies extract lower-frequency macro-movements from the output of video-based eye-trackin…
cs.LG2018
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements
Silvia Makowski, Lena Jäger, Ahmed Abdelwahab +2
We study the problem of inferring readers' identities and estimating their level of text comprehension from observations of their eye movements during reading. We develop a generat…