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Phrase detectives: Utilizing collective intelligence for internet-scale language resource creation

Poesio, M and Chamberlain, J and Kruschwitz, U and Robaldo, L and Ducceschi, L (2013) 'Phrase detectives: Utilizing collective intelligence for internet-scale language resource creation.' ACM Transactions on Interactive Intelligent Systems, 3 (1). ISSN 2160-6455

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Abstract

We are witnessing a paradigm shift in Human Language Technology (HLT) that may well have an impact on the field comparable to the statistical revolution: acquiring large-scale resources by exploiting collective intelligence. An illustration of this new approach is Phrase Detectives, an interactive online game with a purpose for creating anaphorically annotated resources that makes use of a highly distributed population of contributors with different levels of expertise. The purpose of this article is to first of all give an overview of all aspects of Phrase Detectives, from the design of the game and the HLT methods we used to the results we have obtained so far. It furthermore summarizes the lessons that we have learned in developing this game which should help other researchers to design and implement similar games. © 2013 ACM.

Item Type: Article
Subjects: P Language and Literature > P Philology. Linguistics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Jim Jamieson
Date Deposited: 06 Aug 2013 08:54
Last Modified: 23 Jan 2019 01:15
URI: http://repository.essex.ac.uk/id/eprint/7249

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