Crowdsourced Corpus with Entity Salience Annotations
Milan Dojchinovski, Dinesh Reddy, Tomáš Kliegr, Tomáš Vitvar, Harald Sack · 2016
In this paper, we present a crowdsourced dataset which adds entity salience (importance) annotations to the Reuters-128 dataset, which is subset of Reuters-21578.The dataset is distributed under a free license and publish in the NLP Interchange Format, which fosters interoperability and re-use.We show the potential of the dataset on the task of learning an entity salience classifier and report on the results from several experiments.