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 classification data engelmann haak nlp programming snorkel toxic automated content analysis automated frame analysis bias bonart esupol myown schaer bias data set bias esupol haak myown schaer bias visualization CAS consensus content analysis Cross-document coreference resolution emotions feature engineering Filter bubble frame analysis media bias media bias; bias by omission; news articles; co-occurrences Media slant Motivated beliefs news analysis news bias news slant NLP Polarization Political immunity purple feed Selective exposure Sentiment analysis text retrieval 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