Title
SemEval-2010 task 8: multi-way classification of semantic relations between pairs of nominals
Abstract
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
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
Search Limit
100151
Name
Order
Citations
PageRank
Iris Hendrickx128530.91
Su Nam Kim264839.14
Zornitsa Kozareva374648.67
Preslav I. Nakov41771138.66
Diarmuid Ó. Séaghdha558728.29
Sebastian Padó61787146.15
Marco Pennacchiotti7174284.81
Lorenza Romano840622.15
Stan Szpakowicz91200114.50