Cognitively Inspired Natural Language Processing

Language: English

Published by Springer Nature Singapore Dez 2018, 2018

9811346437 / 9789811346439

Series: Book 1 of 9 - Cognitive Intelligence and Robotics

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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 increase in human text-annotation efficiency, and (2) extract cognitive features that, when added to traditional features, can improve the accuracy of text classifiers. In sum, the authors' work successfully demonstrates that cognitive information gleaned from human eye-movement data can benefit modern NLP. Currently available Natural Language Processing (NLP) systems are weak AI systems: they seek to capture the functionality of human language processing, without worrying about how this processing is realized in human beings' hardware. In other words, these systems are oblivious to the actual cognitive processes involved in human language processing. This ignorance, however, is NOT bliss! The accuracy figures of all non-toy NLP systems saturate beyond a certain point, making it abundantly clear that 'something different should be done.' 192 pp. Englisch.…

Seller Inventory # 9789811346439

Title
Cognitively Inspired Natural Language Processing
Author
Pushpak Bhattacharyya
Publisher
Springer Nature Singapore Dez 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9811346437
ISBN 13
9789811346439
Item weight
300 grams
Dimensions
235x155x11 mm
Series
Book 1 of 9: Cognitive Intelligence and Robotics

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany