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Titlebook: Revealing Media Bias in News Articles; NLP Techniques for A Felix Hamborg Book‘‘‘‘‘‘‘‘ 2023 The Editor(s) (if applicable) and The Author(s)

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Target Concept Analysis,s of persons, which can be subject to media bias. The chapter introduces and discusses two approaches for this task. First, the chapter introduces an approach for event extraction. The approach extracts answers to the journalistic 5W1H questions, i.e., who did what, when, where, why, and how. The in
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Frame Analysis,in news articles. The chapter introduces and discusses two approaches for this task. First, it briefly presents an exploratory approach that aims to classify fine-grained categories of how persons are portrayed. Afterward, the chapter introduces the first method for target-dependent sentiment classi
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Person-Oriented Framing Analysis,etects meaningful frames in person-centric news coverage. Besides, this chapter introduces news-please, a crawler and extractor for online news articles that can be used in various use cases, such as prior to PFA.
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