Resource Type

Supervised Keyphrase Extraction as Positive Unlabeled Learning (open access)

Supervised Keyphrase Extraction as Positive Unlabeled Learning

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
System: The UNT Digital Library