Computer Laboratory

Diarmuid Ó Séaghdha

SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals

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Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Ó Séaghdha, Sebastian Padó, Marco Pennacchiotti, Lorenza Romano and Stan Szpakowicz

We present a brief overview of the main challenges in the extraction of semantic relations from English text, and discuss the shortcomings of previous data sets and shared tasks. This leads us to introduce a new task, which will be part of SemEval-2010: multi-way classification of mutually exclusive semantic relations between pairs of common nominals. The task is designed to compare different approaches to the problem and to provide a standard testbed for future research, which can benefit many applications in Natural Language Processing.

@InProceedings{Hendrickx:EtAl:09,
  author = 	 {Iris Hendrickx and Su Nam Kim and Zornitsa Kozareva and Preslav Nakov and Diarmuid {\'O S\'eaghdha} and Sebastian Pad\'o and Marco Pennacchiotti and Lorenza Romano and Stan Szpakowicz},
  title = 	 {SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals},
  booktitle = 	 {Proceedings of the NAACL-HLT-09 Workshop on Semantic Evaluations: Recent Achievements and Future Directions (SEW-09)},
  year =	 2009,
  address =	 {Boulder, CO}
}