Inference from eye movements

Supervisor: David R. Reich

From on an individual’s eye movements in reading, we can infer several properties about this reader or his/her engagement with the stimulus text. For example, ADHD, Dyslexia, Reading Comprehension or Text Difficulty. In this project, the student focuses on either developing architectures, training strategies or exploring interpretability.

Resources:

• Automatic detection of dyslexia based on eye movements during reading in Russian
• Automatic eye-movement-based screening for dyslexia using transformer pretraining
• VLEM

(Advanced) Machine Learning, Python