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Cognitively Inspired Natural Language Processing: An Investigation Based on Eye-tracking

By Abhijit Mishra, Pushpak Bhattacharyya
Hardcover
$109.99
By Abhijit Mishra, Pushpak Bhattacharyya
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This book shows ways of augmenting the capabilities of Natural Language Processing (NLP) systems by means of cognitive-mode language processing. The authors employ eye-tracking technology to record and analyze shallow cognitive information in the form of gaze patterns of readers/annotators who perform language processing tasks. The insights gained from such measures are subsequently translated into systems that help us (1) assess the actual cognitive load in text annotation, with resulting ...