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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

audience leaning based features bias bonart esupol myown schaer bias visualization CAS context analysis Coreference resolution crowdsourcing dataset definition extraction emotions Game With A Purpose Hate speech detection HITL Horse race news linguistic bias LLM LLMs media bias media bias; bias by omission; news articles; co-occurrences Media slant news analysis news bias news slant perception of news Polarization purple feed Sentiment analysis slanted coverage synthetic annotations 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