Resources & Publications

Resources

Publications

2022

Krieger, David; Spinde, Timo; Ruas, Terry; Kulshrestha, Juhi; Gipp, Bela

A Domain-adaptive Pre-training Approach for Language Bias Detection in News Inproceedings

In: 2022 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Cologne, Germany, 2022.

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Spinde, Timo; Krieger, Jan-David; Ruas, Terry; Mitrović, Jelena; Götz-Hahn, Franz; Aizawa, Akiko; Gipp, Bela

Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles Inproceedings

In: Proceedings of the iConference 2022, Virtual event, 2022.

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Spinde, Timo; Jeggle, Christin; Haupt, Magdalena; Gaissmaier, Wolfgang; Giese, Helge

How do we raise media bias awareness effectively? Effects of visualizations to communicate bias Journal Article

In: PLOS ONE, vol. 17, no. 4, pp. 1-14, 2022.

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Haak, Fabian; Schaer, Philipp

Auditing Search Query Suggestion Bias Through Recursive Algorithm Interrogation Inproceedings

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

BibTeX | Tags: bias esupol haak myown schaer

2021

Spinde, Timo; Plank, Manuel; Krieger, Jan-David; Ruas, Terry; Gipp, Bela; Aizawa, Akiko

Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts Inproceedings

In: Findings of the Association for Computational Linguistics: EMNLP 2021, Dominican Republic, 2021.

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Hinterreiter, Smilla

A Gamified Approach To Automatically Detect Biased Wording And Train Critical Reading Inproceedings

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

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Spinde, Timo

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

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

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

Spinde, Timo; Sinha, Kanishka; Meuschke, Norman; Gipp, Bela

TASSY - A Text Annotation Survey System Inproceedings

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2021.

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Spinde, Timo; Kreuter, Christina; Gaissmaier, Wolfgang; Hamborg, Felix; Gipp, Bela; Giese, Helge

Do You Think It’s Biased? How To Ask For The Perception Of Media Bias Inproceedings

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2021.

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Spinde, Timo; Krieger, David; Plank, Manu; Gipp, Bela

Towards A Reliable Ground-Truth For Biased Language Detection Inproceedings

In: Proceedings of the ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), Virtual Event, 2021.

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Haak, Fabian; Engelmann, Björn

IRCologne at GermEval 2021: Toxicity Classification Inproceedings

In: Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments, pp. 47–53, Association for Computational Linguistics, Duesseldorf, Germany, 2021.

Abstract | Links | BibTeX | Tags: 2021 bias classification data engelmann haak nlp programming snorkel toxic

Spinde, Timo; Rudnitckaia, Lada; Hamborg, Felix; Bela,; Gipp,

Identification of Biased Terms in News Articles by Comparison of Outlet-specific Word Embeddings Inproceedings

In: Proceedings of the iConference 2021, Beijing, China (Virtual Event), 2021.

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Spinde, Timo; Rudnitckaia, Lada; Kanishka, Sinha; Hamborg, Felix; Bela,; Gipp,; Donnay, Karsten

MBIC – A Media Bias Annotation Dataset Including Annotator Characteristics Inproceedings

In: Proceedings of the iConference 2021, Beijing, China (Virtual Event), 2021.

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Spinde, Timo; Rudnitckaia, Lada; Mitrović, Jelena; Hamborg, Felix; Granitzer, Michael; Gipp, Bela; Donnay, Karsten

Automated identification of bias inducing words in news articles using linguistic and context-oriented features Journal Article

In: Information Processing & Management, vol. 58, no. 3, pp. 102505, 2021, ISSN: 0306-4573.

Abstract | Links | BibTeX | Tags: bias data set, context analysis, feature engineering, media bias, news analysis, text analysis

Ehrhardt, Jonas; Spinde, Timo; Vardasbi, Ali; Hamborg, Felix

Omission of Information: Identifying Political Slant via an Analysis of Co-occurring Entities Incollection

In: Information between Data and Knowledge, vol. 74, pp. 80–93, Werner Hülsbusch, Glückstadt, 2021, (Session 2: Information Behavior and Information Literacy 2).

Abstract | Links | BibTeX | Tags: media bias; bias by omission; news articles; co-occurrences

Garz, Marcel; Martin, Gregory J.

Media Influence on Vote Choices: Unemployment News and Incumbents' Electoral Prospects Journal Article

In: American Journal of Political Science, vol. 65, no. 2, pp. 278-293, 2021.

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Babaei, Mahmoudreza; Kulshrestha, Juhi; Chakraborty, Abhijnan; Redmiles, Elissa M.; Cha, Meeyoung; Gummadi, Krishna P.

Analyzing Biases in Perception of Truth in News Stories and Their Implications for Fact Checking Journal Article

In: IEEE Transactions on Computational Social Systems, 2021.

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Haak, Fabian; Schaer, Philipp

Perception-Aware Bias Detection for Query Suggestions Inproceedings

In: Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni (Ed.): Advances in Bias and Fairness in Information Retrieval - Second International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2021, Lucca, Italy, April 1, 2021, Proceedings, Springer Nature, Switzerland, 2021, ISBN: 978-3-030-78817-9.

Links | BibTeX | Tags: 2021 bias esupol haak myown schaer

2020

Spinde, Timo; Hamborg, Felix; Gipp, Bela

Media Bias in German News Articles : A Combined Approach Inproceedings

In: Proceedings of the 8th International Workshop on News Recommendation and Analytics ( INRA 2020), Virtual event, 2020.

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Ganguly, Soumen; Kulshrestha, Juhi; An, Jisun; Kwak, Haewoon

Empirical Evaluation of Three Common Assumptions in Building Political Media Bias Datasets Inproceedings

In: pp. 939-943, 2020.

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Spinde, Timo; Hamborg, Felix; Gipp, Bela

An Integrated Approach to Detect Media Bias in German News Articles Inproceedings

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 505–506, Association for Computing Machinery, Virtual Event, China, 2020, ISBN: 9781450375856.

Abstract | Links | BibTeX | Tags: content analysis, frame analysis, media bias, news bias, news slant

Spinde, Timo; Hamborg, Felix; Donnay, Karsten; Becerra, Angelica; Gipp, Bela

Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias Inproceedings

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 389–392, Association for Computing Machinery, Virtual Event, China, 2020, ISBN: 9781450375856.

Abstract | Links | BibTeX | Tags: bias visualization, news bias, news slant, perception of news

Garz, Marcel; Sörensen, Jil; Stone, Daniel F.

Partisan selective engagement: Evidence from Facebook Journal Article

In: Journal of Economic Behavior & Organization, vol. 177, pp. 91-108, 2020, ISSN: 0167-2681.

Abstract | Links | BibTeX | Tags: Filter bubble, media bias, Polarization, Political immunity, Social media

Garz, Marcel; Sood, Gaurav; Stone, Daniel F.; Wallace, Justin

The supply of media slant across outlets and demand for slant within outlets: Evidence from US presidential campaign news Journal Article

In: European Journal of Political Economy, vol. 63, pp. 101877, 2020, ISSN: 0176-2680.

Abstract | Links | BibTeX | Tags: Horse race news, media bias, Media slant, Motivated beliefs, Polarization, Selective exposure

2019

Bonart, Malte; Samokhina, Anastasiia; Heisenberg, Gernot; Schaer, Philipp

An investigation of biases in web search engine query suggestions Journal Article

In: Online Information Review, vol. 44, no. 2, pp. 365-381, 2019, ISSN: 1468-4527.

Abstract | Links | BibTeX | Tags: bias bonart esupol myown schaer

Kulshrestha, Juhi; Eslami, Motahhare; Messias, Johnnatan; Zafar, Muhammad Bilal; Ghosh, Saptarshi; Gummadi, Krishna P.; Karahalios, Karrie

Search bias quantification : investigating political bias in social media and web search Journal Article

In: Information Retrieval Journal, vol. 22, no. 1-2, pp. 188–227, 2019, ISSN: 1386-4564.

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2018

Babaei, Mahmoudreza; Kulshrestha, Juhi; Chakraborty, Abhijnan; Benevenuto, Fabrício; Gummadi, Krishna P.; Weller, Adrian

Purple Feed: Identifying High Consensus News Posts on Social Media Inproceedings

In: Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, pp. 10–16, Association for Computing Machinery, New Orleans, LA, USA, 2018, ISBN: 9781450360128.

Abstract | Links | BibTeX | Tags: audience leaning based features, consensus, news consumption in social media, Polarization, purple feed

Ribeiro, Filipe N.; Henrique, Lucas; Benevenuto, Fabricio; Chakraborty, Abhijnan; Kulshrestha, Juhi; Babaei, Mahmoudreza; Gummadi, Krishna P.

Media Bias Monitor : Quantifying Biases of Social Media News Outlets at Large-Scale Inproceedings

In: Twelfth International AAAI Conference on Web and Social Media, pp. 290–299, AAAI Press, Palo Alto, California, 2018, ISBN: 978-1-57735-798-8.

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Bonart, Malte; Schaer, Philipp

Intertemporal Connections Between Query Suggestions and Search Engine Results for Politics Related Queries Inproceedings

In: EuroCSS 2018 Dataset Challenge, Cologne, 2018.

Links | BibTeX | Tags: bias bonart esupol myown schaer

2014

Garz, Marcel

Good news and bad news: evidence of media bias in unemployment reports Journal Article

In: Public Choice, vol. 161, no. 3/4, pp. 499–515, 2014, ISSN: 00485829, 15737101.

Abstract | Links | BibTeX | Tags: