In this paper we describe our post-evaluation results for SemEval-2018 Task 7
on clas- sification of semantic relations in scientific literature for clean
(subtask 1.1) and noisy data (subtask 1.2). This is an extended ver- sion of
our workshop paper (Hettinger et al., 2018) including further technical details
(Sec- tions 3.2 and 4.3) and changes made to the preprocessing step in the
post-evaluation phase (Section 2.1). Due to these changes Classification of
Relations using Embeddings (ClaiRE) achieved an improved F1 score of 75.11% for
the first subtask and 81.44% for the second.
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%0 Generic
%1 hettinger2018claire
%A Hettinger, Lena
%A Dallmann, Alexander
%A Zehe, Albin
%A Niebler, Thomas
%A Hotho, Andreas
%D 2018
%K
%T ClaiRE at SemEval-2018 Task 7 - Extended Version
%U http://arxiv.org/abs/1804.05825
%X In this paper we describe our post-evaluation results for SemEval-2018 Task 7
on clas- sification of semantic relations in scientific literature for clean
(subtask 1.1) and noisy data (subtask 1.2). This is an extended ver- sion of
our workshop paper (Hettinger et al., 2018) including further technical details
(Sec- tions 3.2 and 4.3) and changes made to the preprocessing step in the
post-evaluation phase (Section 2.1). Due to these changes Classification of
Relations using Embeddings (ClaiRE) achieved an improved F1 score of 75.11% for
the first subtask and 81.44% for the second.
@misc{hettinger2018claire,
abstract = {In this paper we describe our post-evaluation results for SemEval-2018 Task 7
on clas- sification of semantic relations in scientific literature for clean
(subtask 1.1) and noisy data (subtask 1.2). This is an extended ver- sion of
our workshop paper (Hettinger et al., 2018) including further technical details
(Sec- tions 3.2 and 4.3) and changes made to the preprocessing step in the
post-evaluation phase (Section 2.1). Due to these changes Classification of
Relations using Embeddings (ClaiRE) achieved an improved F1 score of 75.11% for
the first subtask and 81.44% for the second.},
added-at = {2023-12-12T18:37:50.000+0100},
author = {Hettinger, Lena and Dallmann, Alexander and Zehe, Albin and Niebler, Thomas and Hotho, Andreas},
biburl = {https://www.bibsonomy.org/bibtex/21480c44b774b22bb65a3aae38a92aedb/admin},
interhash = {150c3d959ee5cb47628223fad9c33e1f},
intrahash = {1480c44b774b22bb65a3aae38a92aedb},
keywords = {},
note = {cite arxiv:1804.05825Comment: This is the extended version for our work: ClaiRE at SemEval-2018 Task 7},
timestamp = {2023-12-12T18:37:50.000+0100},
title = {ClaiRE at SemEval-2018 Task 7 - Extended Version},
url = {http://arxiv.org/abs/1804.05825},
year = 2018
}