All publications

2022

Anastasia Zhukova, Felix Hamborg, Bela Gipp

Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation Schemes

In: Proceedings of the 13th Language Resources and Evaluation Conference, Marseille, France, 2022.

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Anastasia Zhukova, Felix Hamborg, Karsten Donnay, Bela Gipp

XCoref: Cross-Document Coreference Resolution in the Wild

In: Information for a Better World: Shaping the Global Future: 17th International Conference, IConference 2022, Virtual Event, February 28 – March 4, 2022, Proceedings, Part I, pp. 272–-291, Springer-Verlag, Berlin, Heidelberg, 2022, ISBN: 978-3-030-96956-1.

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Felix Hamborg

Towards Automated Frame Analysis : Natural Language Processing Techniques to Reveal Media Bias in News Articles

Universität Konstanz, 2022.

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2021

Felix Hamborg, Kim Heinser, Anastasia Zhukova, Karsten Donnay, Bela Gipp

Newsalyze: Effective Communication of Person-Targeting Biases in News Articles

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

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

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

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 61-69, 2021.

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Franziska Weeber, Felix Hamborg, Karsten Donnay, Bela Gipp

Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort

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

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Felix Hamborg, Timo Spinde, Kim Heinser, Karsten Donnay, Bela Gipp

How to Effectively Identify and Communicate Person-Targeting Media Bias in Daily News Consumption?

In: Proceedings of the 15th ACM Conference on Recommender Systems, 9th International Workshop on News Recommendation and Analytics (INRA 2021), 2021.

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Anastasia Zhukova, Felix Hamborg, Bela Gipp

ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts

In: Zhang, Chengzhi; Mayr, Philipp; Lu, Wei; Zhang, Yi (Ed.): Proceedings of the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE 2021) co-located with JCDL 2021, Virtual Event, CEUR, Illinois, USA, 2021.

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

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

In: Information Processing & Management, vol. 58, no. 3, pp. 1–15, 2021, ISSN: 03064573.

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Anastasia Zhukova, Felix Hamborg, Karsten Donnay, Bela Gipp

Concept Identification of Directly and Indirectly Related Mentions Referring to Groups of Person

In: Toeppe, Katharina; Yan, Hui; Chu, Samuel Kai Wah (Ed.): Diversity, Divergence, Dialogue, pp. 514–526, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-71292-1.

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Timo Spinde, Felix Hamborg, Lada Rudnitckaia, Bela Gipp

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

In: Toeppe, Katharina; Liu, Yuenan; Chu, Samuel Kai-Wah; Yan, Hui (Ed.): Proceedings of the iConference 2021, pp. 1–9, Springer, Beijing, China (Virtual Event), 2021.

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

MBIC – A Media Bias Annotation Dataset Including Annotator Characteristics

In: Proceedings of the iConference 2021, pp. 1–8, Beijing, China (Virtual Event), 2021.

(BibTeX)

Felix Hamborg, Philipp Meschenmoser, Moritz Schubotz, Philipp Scharpf, Bela Gipp

NewsDeps: Visualizing the Origin of Information in News Articles

In: Klimczak, Peter; Zoglauer, Thomas (Ed.): Wahrheit und Fake im postfaktisch-digitalen Zeitalter, Springer Vieweg, 2021, ISBN: 978-3-658-32957-0.

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Felix Hamborg, Karsten Donnay

NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles

In: Proceedings of the 2021 Conference of the European Chapter of the Association for Computational Linguistics (EACL), pp. 1–13, Association for Computational Linguistics, 2021.

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Felix Hamborg, Karsten Donnay, Bela Gipp

Towards Target-Dependent Sentiment Classification in News Articles

In: Toeppe, Katharina; Liu, Yuenan; Chu, Samuel Kai-Wah; Yan, Hui (Ed.): Proceedings of the 16th iConference, pp. 156–166, Springer, Beijing, China (Virtual Event), 2021.

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Felix Hamborg

Newsalyze: A system to support balanced news consumption

In: Invited talk at the Digital Democracy Lab of the University of Zurich, Switzerland. Inv. by Prof. Fabrizio Gilardi, 2021.

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2020

Timo Spinde, Felix Hamborg, Bela Gipp

An Integrated Approach to Detect Media Bias in German News Articles

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 505–506, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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Felix Hamborg, Norman Meuschke, Bela Gipp

Bias-aware news analysis using matrix-based news aggregation

In: International Journal on Digital Libraries, vol. 21, no. 2, pp. 129–147, 2020, ISSN: 1432-5012.

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Philipp Scharpf, Moritz Schubotz, Abdou Youssef, Felix Hamborg, Norman Meuschke, Bela Gipp

Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 137–146, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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

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

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 389–392, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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Ming C. Hao, Nelson L. Chang, Justin Aaron Scaggs, Felix Hamborg, Daniel A. Keim

Generating cohorts using automated weighting and multi-level ranking

2020.

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Felix Hamborg

Illegale Einwanderer, Flüchtlinge oder Geflüchtete? Eine Einführung in die automatisierte Erkennung von Media Bias durch Wortwahl

In: Invited talk at the Truth and Fake Symposium by the Brandenburg University of Technology, Berlin, Germany. Inv. by Appl.Prof. Peter Klimczak, 2020.

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Anastasia Zhukova, Felix Hamborg, Bela Gipp

Interpretable and Comparative Textual Dataset Exploration Using Near-Identity Mention Relations

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 457–458, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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Anastasia Zhukova, Felix Hamborg, Bela Gipp

Interpretable Topic Modeling Using Near-Identity Cross-Document Coreference Resolution

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 461–462, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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Timo Spinde, Felix Hamborg, Bela Gipp

Media Bias in German News Articles: A Combined Approach

In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020,Workshops, pp. 581–590, Springer International Publishing, 2020.

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Felix Hamborg

Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling

In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshops, pp. 79–87, Association for Computational Linguistics, Stroudsburg, PA, USA, 2020.

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Felix Hamborg, Anastasia Zhukova, Karsten Donnay, Bela Gipp

Newsalyze: Enabling News Consumers to Understand Media Bias

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 455–456, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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Lukas Gebhard, Felix Hamborg

The POLUSA Dataset: 0.9M Political News Articles Balanced by Time and Outlet Popularity

In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 467–468, ACM, New York, NY, USA, 2020, ISBN: 9781450375856.

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2019

Felix Hamborg

(Semi-)Automated Methods to Identify and Analyze Media Bias: Slanted News Coverage Through the Eyes of a Computer Scientist

In: Invited talk at the IstKon Student Exchange of the Marmara University of Istanbul, Turkey and the University of Konstanz, Germany, 2019.

(BibTeX)

Felix Hamborg, Anastasia Zhukova, Bela Gipp

Automated Identification of Media Bias by Word Choice and Labeling in News Articles

In: 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 196–205, IEEE, Champaign, IL, USA, 2019, ISBN: 978-1-7281-1547-4.

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Felix Hamborg, Karsten Donnay, Bela Gipp

Automated identification of media bias in news articles: an interdisciplinary literature review

In: International Journal on Digital Libraries, vol. 20, no. 4, pp. 391–415, 2019, ISSN: 1432-5012.

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Felix Hamborg

Automating the Frame Analysis to Analyze Media Bias

In: Invited talk at the Indo-German Workshop on Information Retrieval, Informetrics and Scientometrics (IRIS), Indo-German Science and Technology Centre, Cologne, Germany. Inv. by Philipp Mayr, 2019.

(BibTeX)

Felix Hamborg

Freedom Fighters or Terrorists? Automated Identification of Media Bias by Word Choice and Labeling

In: Invited talk at the iScience Research Lab Meeting, Dept. of Psychology, University of Konstanz. Inv. by Prof. Ulf-Dietrich Reips, 2019.

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Felix Hamborg, Corinna Breitinger, Bela Gipp

Giveme5W1H: A Universal System for Extracting Main Events from News Articles

In: Proceedings of the 13th ACM Conference on Recommender Systems, 7th International Workshop on News Recommendation and Analytics (INRA 2019), pp. 1–8, Copenhagen, Denmark, 2019.

(BibTeX)

Felix Hamborg

Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing

In: Proceedings of the Doctoral Consortium of the ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2019), pp. 1–10, Urbana-Champaign, IL, USA, 2019.

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Felix Hamborg

Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing

In: Proceedings of the Doctoral Colloquium of the iConference 2019, Washington, DC, USA, 2019.

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Felix Hamborg, Anastasia Zhukova, Bela Gipp

Illegal Aliens or Undocumented Immigrants? Towards the Automated Identification of Bias by Word Choice and Labeling

In: Information in Contemporary Society: iConference 2019, pp. 179–187, Springer International Publishing, Washington, DC, USA, 2019.

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2018

Felix Hamborg

(Semi-)Automated Methods to Identify and Analyze Media Bias: Slanted News Coverage Through the Eyes of a Computer Scientist

In: Invited talk at conference Concerning Matters and Truths: Postmodernism's Shift and the Left-Right-Divide at the House of the World's Cultures. Berlin, Germany. Inv. by Prof. Albrecht Koschorke, 2018.

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Felix Hamborg, Corinna Breitinger, Moritz Schubotz, Soeren Lachnit, Bela Gipp

Extraction of Main Event Descriptors from News Articles by Answering the Journalistic Five W and One H Questions

In: Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, pp. 339–340, ACM, New York, NY, USA, 2018, ISBN: 9781450351782.

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Felix Hamborg, Soeren Lachnit, Moritz Schubotz, Thomas Hepp, Bela Gipp

Giveme5W: Main Event Retrieval from News Articles by Extraction of the Five Journalistic W Questions

In: Transforming Digital Worlds: iConference 2018, pp. 356–366, Springer, Sheffield, UK, 2018.

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Felix Hamborg

How to crawl and scrape news articles from online news outlets

In: Invited talk at the Digital Content and Media Sciences division lab meeting at the National Institute of Informatics, Tokyo, Japan. Inv. by Prof. Akiko Aizawa, 2018.

(BibTeX)

Felix Hamborg

Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing

In: Doctoral proposal, Dept. of Computer and Information Science, University of Konstanz, pp. 1–8, 2018.

(BibTeX)

Moritz Schubotz, Philipp Scharpf, Kaushal Dudhat, Yash Nagar, Felix Hamborg, Bela Gipp

Introducing MathQA: a Math-Aware question answering system

In: Information Discovery and Delivery, vol. 46, no. 4, pp. 214–224, 2018, ISSN: 2398-6247.

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2017

Norman Meuschke, Moritz Schubotz, Felix Hamborg, Tomas Skopal, Bela Gipp

Analyzing Mathematical Content to Detect Academic Plagiarism

In: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017), pp. 2211–2214, ACM, New York, NY, USA, 2017, ISBN: 9781450349185.

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Felix Hamborg, Moustafa Elmaghraby, Corinna Breitinger, Bela Gipp

Automated Generation of Timestamped Patent Abstracts at Scale to Outsmart Patent-Trolls

In: 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) at the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 101–106, SunSITE Central Europe, Tokyo, Japan, 2017.

(BibTeX)

Moritz Schubotz, Leonard Krämer, Norman Meuschke, Felix Hamborg, Bela Gipp

Evaluating and Improving the Extraction of Mathematical Identifier Definitions

In: Proceedings of the 8th International Conference of the CLEF Association (CLEF 2017), pp. 82–94, Dublin, Ireland, 2017.

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Felix Hamborg, Alexander Neef

File recovery on client server system

2017.

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Felix Hamborg, Norman Meuschke, Akiko Aizawa, Bela Gipp

Identification and Analysis of Media Bias in News Articles

In: 15th International Symposium of Information Science (ISI 2017), pp. 224–236, Verlag Werner Hülsbusch, Berlin, Germany, 2017, ISBN: 978-3-86488-117-6.

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Felix Hamborg, Norman Meuschke, Bela Gipp

Matrix-Based News Aggregation: Exploring Different News Perspectives

In: 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 1–10, IEEE, 2017, ISBN: 978-1-5386-3861-3.

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Felix Hamborg, Norman Meuschke, Corinna Breitinger, Bela Gipp

news-please : a Generic News Crawler and Extractor

In: 15th International Symposium of Information Science (ISI 2017), pp. 218–223, Verlag Werner Hülsbusch, Berlin, Germany, 2017, ISBN: 978-3-86488-117-6.

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Book

Felix’ dissertation was accepted by Springer Nature and will be available as an open-access book soon. The dissertation is also available here.