A Database of Slovak News Articles for Boilerplate Removal

Boilerplate text removal is a crucial preprocessing step in many machine-learning tasks, such as text analysis or information extraction. This paper introduces a new database created for boilerplate removal tasks, comprising Slovak articles sourced from thirty distinct news platforms. We present the methodology used for data collection, labelling, and validation. We believe this dataset will facilitate advancements in boilerplate removal techniques and improve the quality and efficiency of various text processing tasks in Slovak language contexts and other low-resource languages.

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Published
2024-09-16
DOI
https://doi.org/10.1109/elmar62909.2024.10694090
Primary Topic
Iron and Steelmaking Processes
Type
article
Field-Weighted Citation Impact
0.00

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article

A Database of Slovak News Articles for Boilerplate Removal

Jarmila Pavlovičová, Zuzana Rábeková, Miloš Oravec, Vanesa Andicsová et al.
Iron and Steelmaking Processes
article

A Database of Slovak News Articles for Boilerplate Removal

Jarmila Pavlovičová, Zuzana Rábeková, Miloš Oravec, Vanesa Andicsová, Peter Hintoš
article en

Abstract

Boilerplate text removal is a crucial preprocessing step in many machine-learning tasks, such as text analysis or information extraction. This paper introduces a new database created for boilerplate removal tasks, comprising Slovak articles sourced from thirty distinct news platforms. We present the methodology used for data collection, labelling, and validation. We believe this dataset will facilitate advancements in boilerplate removal techniques and improve the quality and efficiency of various text processing tasks in Slovak language contexts and other low-resource languages.

Slovak University of Technology in Bratislava (SK)
Agentúra na Podporu Výskumu a Vývoja
Openalex Percentile: Top 83%
Iron and Steelmaking Processes
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