Resources & Publications

Resources

Most recent models are published on Huggingface

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

[Dataset, GitHub] BABE – Bias Annotations By Experts

[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 esupol haak myown schaer audience leaning based features automated content analysis bias bonart esupol myown schaer bias esupol haak myown schaer CAQDAS CAS content analysis context analysis Coreference resolution emotions entity perception Hate speech detection Horse race news media bias media bias; bias by omission; news articles; co-occurrences Media slant news analysis news bias news consumption in social media news slant perception of news Polarization Political immunity Sentiment analysis slanted coverage Social media text analysis 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