Dynamic Collective Entity Representations for Entity Ranking

@inproceedings{Graus2016DynamicCE,
  title={Dynamic Collective Entity Representations for Entity Ranking},
  author={David Graus and Manos Tsagkias and Wouter Weerkamp and Edgar Meij and Maarten de Rijke},
  booktitle={WSDM},
  year={2016}
}
Entity ranking, i.e., successfully positioning a relevant entity at the top of the ranking for a given query, is inherently difficult due to the potential mismatch between the entity's description in a knowledge base, and the way people refer to the entity when searching for it. To counter this issue we propose a method for constructing dynamic collective entity representations. We collect entity descriptions from a variety of sources and combine them into a single entity representation by… CONTINUE READING
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