Publication: SemEval-2007 task 04: classification of semantic relations between nominals
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Girju, Roxana
Nakov, Preslav
Nastase, Vivi
Szpakowicz, Stan
Turney, Peter
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Abstract
The NLP community has shown a renewed interest in deeper semantic analyses, among them automatic recognition of relations between pairs of words in a text. We present an evaluation task designed to provide a framework for comparing different approaches to classifying semantic relations between nominals in a sentence. This is part of SemEval, the 4th edition of the semantic evaluation event previously known as SensEval. We define the task, describe the training/test data and their creation, list the participating systems and discuss their results. There were 14 teams who submitted 15 systems.
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Association for Computational Linguistics
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Computer engineering, Natural language processing, Computational linguistics, Semantic relation classification
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ACL 2007 - SemEval 2007 - Proceedings of the 4th International Workshop on Semantic Evaluations
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