Open Access at Essex (University of Essex) 2014Text classification U Essex Trinity College Dublin Indian Institute of Technology P U Trento

Active Expert Learning for the Digital Humanities

Abdulrahman Abdullah Alghamdi, Francesca Bonin, Asif Ekbal, Sriparna Saha, Fabio Cavulli, Sara Tonelli, Massimo Poesio, Udo Kruschwitz

Published 2014Paper ↗

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Abstract

Current platforms for paper sharing among scholars, such as Research Gate, could support Active Expert Learning, whereby the paper being uploaded is processed using human language technology techniques, and feedback is asked of the scholar doing the upload using active learning techniques to minimize the amount of feedback requested. We show that this approach could outperform traditional active learning as well as randomly asking for feedback.