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.
%0 Conference Paper
%1 iris09:_semev_task
%A Hendrickx, Iris
%A Kim, Su Nam
%A Kozareva, Zornitsa
%A Nakov, Preslav
%A Séaghdha, Diarmuid Ó
%A Padó, Sebastian
%A Pennacchiotti, Marco
%A Romano, Lorenza
%A Szpakowicz, Stan
%B Proceedings of the NAACL Workshop on Semantic Evaluations: Recent Achievements and Future Directions
%C Boulder, CO
%D 2009
%K myown workshop
%P 94--99
%T SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals
%U http://www.aclweb.org/anthology/W09-2415.pdf
%X 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{iris09:_semev_task,
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.},
added-at = {2017-04-03T19:29:52.000+0200},
address = {Boulder, CO},
author = {Hendrickx, Iris and Kim, Su Nam and Kozareva, Zornitsa and Nakov, Preslav and Séaghdha, Diarmuid Ó and Padó, Sebastian and Pennacchiotti, Marco and Romano, Lorenza and Szpakowicz, Stan},
biburl = {https://puma.ub.uni-stuttgart.de/bibtex/26f44e0d3e03d272154c83f6fb76f038d/sp},
booktitle = {Proceedings of the NAACL Workshop on Semantic Evaluations: Recent Achievements and Future Directions},
interhash = {7734419f5c6b834e19bfa1518d9b016f},
intrahash = {6f44e0d3e03d272154c83f6fb76f038d},
keywords = {myown workshop},
pages = {94--99},
timestamp = {2017-04-03T17:30:49.000+0200},
title = {SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals},
url = {http://www.aclweb.org/anthology/W09-2415.pdf},
year = 2009
}
