Resources & Publications

All members of the network can share their recent work on media bias here.

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 data set consensus crowdsourcing dataset feature engineering Filter bubble frame analysis Hate speech detection Horse race news lexical bias linguistic bias media bias media bias; bias by omission; news articles; co-occurrences news analysis news bias news slant NLP Polarization Political immunity Selective exposure Sentiment analysis synthetic annotations text analysis text retrieval Transfer learning visualization;costs;atmospheric measurements;voting;natural languages;manuals;particle measurements

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2022

Haak, Fabian; Schaer, Philipp

Auditing Search Query Suggestion Bias Through Recursive Algorithm Interrogation Proceedings Article

In: WebSci '22: 14th ACM Web Science Conference 2022, ACM, 2022.

BibTeX | Tags: bias esupol haak myown schaer