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DALC: the Dutch Abusive Language Corpus ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Caselli, Tommaso
;
Leistra, Folkert
;
Nissim, Malvina
;
Schelhaas, Arjan
;
Timmerman, Gerben
;
van der Veen, Hylke
;
Weultjes, Marieke
. - : Underline Science Inc., 2021
Abstract:
As socially unacceptable language become pervasive in social media platforms, the need for automatic content moderation become more pressing. This contribution introduces the Dutch Abusive Language Corpus (DALC v1.0), a new dataset with tweets manually an- notated for abusive language. The resource address a gap in language resources for Dutch and adopts a multi-layer annotation scheme modeling the explicitness and the target of the abusive messages. Baselines experiments on all annotation layers have been conducted, achieving a macro F1 score of 0.748 for binary classification of the explicitness layer and .489 for target classification. ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
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;
Semantics
URL:
https://underline.io/lecture/30158-dalc-the-dutch-abusive-language-corpus
https://dx.doi.org/10.48448/zbhx-4384
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