SemEval-2010 task 8: Multi-way classification of semantic relations between pairs of nominals

Authors:
Iris Hendrickx;Su Nam Kim;Zornitsa Kozareva;Preslav Nakov;Diarmuid Ó. Séaghdha;Sebastian Padó;Marco Pennacchiotti;Lorenza Romano;Stan Szpakowicz
Affiliations:
University of Lisbon;University of Melbourne;Information Sciences Institute/University of Southern California;National University of Singapore;University of Cambridge;University of Stuttgart;Yahoo! Inc.;Fondazione Bruno Kessler;University of Ottawa and Polish Academy of Sciences
Venue:
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Year:
2010

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Abstract

SemEval-2 Task 8 focuses on Multi-way classification of semantic relations between pairs of nominals. The task was designed to compare different approaches to semantic relation classification and to provide a standard testbed for future research. This paper defines the task, describes the training and test data and the process of their creation, lists the participating systems (10 teams, 28 runs), and discusses their results.