Towards A Reliable Ground-Truth For Biased Language Detection

Reference texts such as encyclopedias and news articles can manifest biased language when objective reporting is substituted by subjective writing. Existing methods to detect bias mostly rely on annotated data to train machine learning models. However, low annotator agreement and comparability is a...

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Veröffentlicht in:	2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL) S. 324 - 325
Hauptverfasser:	Spinde, Timo, Krieger, David, Plank, Manuel, Gipp, Bela
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.09.2021
Schlagworte:	Crowdsourcing Data integrity Dataset Encyclopedias Machine learning Media Media Bias News Slant Survey Training Writing
Online-Zugang:	Volltext
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