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

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

7 November 2022

Jan-David Krieger

Jelena Mitrović

Franz Götz-Hahn

Papers citing "Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles"

17 / 17 papers shown

Title
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 52 0 0 04 Apr 2025
The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection Tomas Horych Christoph Mandl Terry Ruas André Greiner-Petter Bela Gipp Akiko Aizawa Timo Spinde 96 4 0 17 Nov 2024
Intertwined Biases Across Social Media Spheres: Unpacking Correlations in Media Bias Dimensions Yifan Liu Yike Li Dong Wang 21 0 0 27 Aug 2024
DocNet: Semantic Structure in Inductive Bias Detection Models Jessica Zhu Iain Cruickshank Michel Cukier 26 0 0 16 Jun 2024
Large Language Models' Detection of Political Orientation in Newspapers Alessio Buscemi Daniele Proverbio 27 3 0 23 May 2024
ChatGPT v.s. Media Bias: A Comparative Study of GPT-3.5 and Fine-tuned Language Models Zehao Wen Rabih Younes AI4MH 14 7 0 29 Mar 2024
MAGPIE: Multi-Task Media-Bias Analysis Generalization for Pre-Trained Identification of Expressions Tomávs Horych Martin Wessel Jan Philip Wahle Terry Ruas Jerome Wassmuth André Greiner-Petter Akiko Aizawa Bela Gipp Timo Spinde 33 1 0 27 Feb 2024
The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media Bias Timo Spinde Smilla Hinterreiter Fabian Haak Terry Ruas Helge Giese Norman Meuschke Bela Gipp 9 12 0 26 Dec 2023
Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection Martin Wessel Tomávs Horych Terry Ruas Akiko Aizawa Bela Gipp Timo Spinde 19 20 0 25 Apr 2023
Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection Soumyajit Gupta Sooyong Lee Maria De-Arteaga Matthew Lease 8 13 0 14 Feb 2023
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 12 4 0 26 Oct 2022
CS-Insights: A System for Analyzing Computer Science Research Terry Ruas Jan Philip Wahle Lennart Kull Saif M. Mohammad Bela Gipp 31 2 0 13 Oct 2022
Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts Timo Spinde Manuel Plank Jan-David Krieger Terry Ruas Bela Gipp Akiko Aizawa 27 67 0 29 Sep 2022
A Domain-adaptive Pre-training Approach for Language Bias Detection in News Jan-David Krieger Timo Spinde Terry Ruas Juhi Kulshrestha Bela Gipp AI4CE 29 20 0 22 May 2022
An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles Timo Spinde 6 13 0 26 Dec 2021
Do You Think It's Biased? How To Ask For The Perception Of Media Bias Timo Spinde Christina Kreuter W. Gaissmaier Felix Hamborg Bela Gipp H. Giese 24 18 0 14 Dec 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018