Title | ||
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SemEval-2010 task 8: multi-way classification of semantic relations between pairs of nominals |
Abstract | ||
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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. |
Year | Venue | Keywords |
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2010 | SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation | english text,multi-way classification,relation classification,new task,brief overview,test data,semeval-2 task,common nominal,semeval-2010 task,different approach,exclusive semantic relation,main challenge,natural language processing,semantic relation |
Field | DocType | ISSN |
Semantic similarity,Data set,SemEval,Information retrieval,Computer science,Testbed,Natural language processing,Artificial intelligence,Semantic computing,Mutually exclusive events,Semantic compression | Conference | SemEval-2010 |
Citations | PageRank | References |
151 | 7.67 | 22 |
Authors | ||
9 |
Name | Order | Citations | PageRank |
---|---|---|---|
Iris Hendrickx | 1 | 285 | 30.91 |
Su Nam Kim | 2 | 648 | 39.14 |
Zornitsa Kozareva | 3 | 746 | 48.67 |
Preslav I. Nakov | 4 | 1771 | 138.66 |
Diarmuid Ó. Séaghdha | 5 | 587 | 28.29 |
Sebastian Padó | 6 | 1787 | 146.15 |
Marco Pennacchiotti | 7 | 1742 | 84.81 |
Lorenza Romano | 8 | 406 | 22.15 |
Stan Szpakowicz | 9 | 1200 | 114.50 |