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Specialized Research Datasets in the CiteSeer˟ Digital Library

Description: This article provides an overview of some of the specialized datasets that were created for various projects related to the CiteSeer˟ digital library.
Date: 2012
Creator: Bhatia, Sumit; Caragea, Cornelia; Chen, Hung-Hsuan; Wu, Jian; Treeratpituk, Pucktada; Wu, Zhaohui et al.
Partner: UNT College of Engineering

Supervised Keyphrase Extraction as Positive Unlabeled Learning

Description: This paper shows that performance of trained keyphrase extractors approximates a classifier trained on articles labeled by multiple annotators, leading to higher average F₁ scores and better rankings of keyphrases.
Date: November 2016
Creator: Sterckx, Lucas; Caragea, Cornelia; Demeester, Thomas & Develder, Chris
Partner: UNT College of Engineering