SemEval-2007 Task 04

Classification of semantic relations between nominals

Roxana Girju, Preslav Nakov, Vivi Nastase, Stan Szpakowicz, Peter Turney, Deniz Yuret

Research output: Contribution to conferencePaper

83 Citations (Scopus)

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.

Original languageEnglish
Pages13-18
Number of pages6
Publication statusPublished - 1 Jan 2007
Event4th International Workshop on Semantic Evaluations, SemEval 2007 - Prague, Czech Republic
Duration: 23 Jun 200724 Jun 2007

Other

Other4th International Workshop on Semantic Evaluations, SemEval 2007
CountryCzech Republic
CityPrague
Period23/6/0724/6/07

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Categorical or nominal
Semantics
Evaluation
Framework
Training
Text
Community

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Theoretical Computer Science

Cite this

Girju, R., Nakov, P., Nastase, V., Szpakowicz, S., Turney, P., & Yuret, D. (2007). SemEval-2007 Task 04: Classification of semantic relations between nominals. 13-18. Paper presented at 4th International Workshop on Semantic Evaluations, SemEval 2007, Prague, Czech Republic.

SemEval-2007 Task 04 : Classification of semantic relations between nominals. / Girju, Roxana; Nakov, Preslav; Nastase, Vivi; Szpakowicz, Stan; Turney, Peter; Yuret, Deniz.

2007. 13-18 Paper presented at 4th International Workshop on Semantic Evaluations, SemEval 2007, Prague, Czech Republic.

Research output: Contribution to conferencePaper

Girju, R, Nakov, P, Nastase, V, Szpakowicz, S, Turney, P & Yuret, D 2007, 'SemEval-2007 Task 04: Classification of semantic relations between nominals' Paper presented at 4th International Workshop on Semantic Evaluations, SemEval 2007, Prague, Czech Republic, 23/6/07 - 24/6/07, pp. 13-18.
Girju R, Nakov P, Nastase V, Szpakowicz S, Turney P, Yuret D. SemEval-2007 Task 04: Classification of semantic relations between nominals. 2007. Paper presented at 4th International Workshop on Semantic Evaluations, SemEval 2007, Prague, Czech Republic.
Girju, Roxana ; Nakov, Preslav ; Nastase, Vivi ; Szpakowicz, Stan ; Turney, Peter ; Yuret, Deniz. / SemEval-2007 Task 04 : Classification of semantic relations between nominals. Paper presented at 4th International Workshop on Semantic Evaluations, SemEval 2007, Prague, Czech Republic.6 p.
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