765 citations · 2.5k across the 41 of their papers we have counts for
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Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention
Ekta Sood, Simon Tannert, Philipp Mueller +1
A lack of corpora has so far limited advances in integrating human gaze data as a supervisory signal in neural attention mechanisms for natural language processing(NLP). We propose…
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
Ekta Sood, Simon Tannert, Diego Frassinelli +2
While neural networks with attention mechanisms have achieved superior performance on many natural language processing tasks, it remains unclear to which extent learned attention r…
Adversarial Attacks on Classifiers for Eye-based User Modelling
Inken Hagestedt, Michael Backes, Andreas Bulling
An ever-growing body of work has demonstrated the rich information content available in eye movements for user modelling, e.g. for predicting users' activities, cognitive processes…