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Resources

Most recent models are published on Huggingface

[Benchmark, GitHub] MBIB – the first Media Bias Identification Benchmark Task and Dataset Collection

[Dataset, Huggingface] Anno-lexical (Lexical bias)

[Dataset, GitHub] BABE – Bias Annotations By Experts

[Dataset, Paper] BAT – Bias And Twitter

[Scale/Questionnaire to measure bias perception] Do You Think It’s Biased? How To Ask For The Perception Of Media Bias (A set of tested questions to assess media bias perception to be used in any bias-related research)

[Dataset, Zenodo] MBIC -A Media Bias Annotation Dataset Including Annotator Characteristics

Publications

2021 bias classification data engelmann haak nlp programming snorkel toxic 2021 bias esupol haak myown schaer automated content analysis automated frame analysis bias bonart esupol myown schaer bias esupol haak myown schaer consensus content analysis crowdsourcing dataset emotions entity perception feature engineering Filter bubble frame analysis Game With A Purpose Language processing linguistic bias media bias Motivated beliefs news analysis news bias news consumption in social media News literacy news slant Polarization Political immunity relevance classification text retrieval Transfer learning

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2021

Spinde, Timo

An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles Proceedings Article

In: 2021 IEEE International Conference on Data Mining Workshops (ICDMW), 2021.

Links | BibTeX | Tags: media bias, news analysis, slanted coverage, text retrieval