In Plain Sight: Media Bias Through the Lens of Factual Reporting

5 September 2019

Prafulla Kumar Choubey

Ruihong Huang

Lu Wang

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Papers citing "In Plain Sight: Media Bias Through the Lens of Factual Reporting"

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Title
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation Yuanyuan Lei Ruihong Huang 30 0 0 15 Jun 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder Yiqun Sun Qiang Huang Anthony K. H. Tung Jun Yu 22 0 0 30 May 2025
Probing Politico-Economic Bias in Multilingual Large Language Models: A Cultural Analysis of Low-Resource Pakistani Languages Afrozah Nadeem Mark Dras Usman Naseem 20 0 0 29 May 2025
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 443 0 0 28 Apr 2025
Talking Point based Ideological Discourse Analysis in News Events Nishanth Nakshatri Nikhil Mehta Siyi Liu Sihao Chen Daniel J. Hopkins Dan Roth Dan Goldwasser 99 0 0 10 Apr 2025
Improved Models for Media Bias Detection and Subcategorization Tim Menzner Jochen L. Leidner MedIm 126 2 0 16 Dec 2024
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 111 1 0 12 Dec 2024
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 180 7 0 17 Nov 2024
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language Xinmeng Hou 68 1 0 17 Oct 2024
The FIGNEWS Shared Task on News Media Narratives Wajdi Zaghouani Mustafa Jarrar Nizar Habash Houda Bouamor I. Zitouni Mona T. Diab S. El-Beltagy Muhammed AbuOdeh 101 14 0 25 Jul 2024
Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification Lynnette Hui Xian Ng Iain J. Cruickshank Roy Ka-wei Lee 53 3 0 25 Jul 2024
DocNet: Semantic Structure in Inductive Bias Detection Models Jessica Zhu Iain Cruickshank Michel Cukier 72 0 0 16 Jun 2024
Sentence-level Media Bias Analysis with Event Relation Graph Yuanyuan Lei Ruihong Huang 89 3 0 02 Apr 2024
EMONA: Event-level Moral Opinions in News Articles Yuanyuan Lei Md Messal Monem Miah A. Qamar Sai Ramana Reddy Jonathan Tong Haotian Xu Ruihong Huang 77 6 0 02 Apr 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said Yejin Bang Delong Chen Nayeon Lee Pascale Fung 85 41 0 27 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 75 3 0 27 Feb 2024
IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators Luyang Lin Lingzhi Wang Xiaoyan Zhao Jing Li Kam-Fai Wong 85 15 0 01 Feb 2024
Capturing Pertinent Symbolic Features for Enhanced Content-Based Misinformation Detection Flavio Merenda José Manuél Gómez-Pérez 103 1 0 29 Jan 2024
On Detecting Cherry-picking in News Coverage Using Large Language Models Israa Jaradat Haiqi Zhang Chengkai Li 65 1 0 11 Jan 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 87 13 0 26 Dec 2023
Multilingual Bias Detection and Mitigation for Indian Languages Ankita Maity Anubhav Sharma Rudra Dhar Tushar Abhishek Manish Gupta Vasudeva Varma 96 2 0 23 Dec 2023
Mitigating Framing Bias with Polarity Minimization Loss Yejin Bang Nayeon Lee Pascale Fung 48 1 0 03 Nov 2023
All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison Yujian Liu Xinliang Frederick Zhang Kaijian Zou Ruihong Huang Nick Beauchamp Lu Wang 58 5 0 28 Oct 2023
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting Kaijian Zou Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 76 3 0 28 Oct 2023
Identifying Conspiracy Theories News based on Event Relation Graph Yuanyuan Lei Ruihong Huang NAI 55 7 0 28 Oct 2023
Discourse Structures Guided Fine-grained Propaganda Identification Yuanyuan Lei Ruihong Huang 68 5 0 28 Oct 2023
Developing a Natural Language Understanding Model to Characterize Cable News Bias Seth P. Benson Iain J. Cruickshank 66 2 0 13 Oct 2023
"A Tale of Two Movements": Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction Shamik Roy Dan Goldwasser 88 4 0 11 Oct 2023
Target-Aware Contextual Political Bias Detection in News Iffat Maab Edison Marrese-Taylor Yutaka Matsuo 63 4 0 02 Oct 2023
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing Gisela Vallejo Timothy Baldwin Lea Frermann 48 6 0 14 Sep 2023
Open-Domain Event Graph Induction for Mitigating Framing Bias Siyi Liu Hongming Zhang Hongwei Wang Kaiqiang Song Dan Roth Dong Yu 50 3 0 22 May 2023
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy Jiwoo Hong Yejin Cho Jaemin Jung Jiyoung Han James Thorne 53 7 0 05 Apr 2023
Capturing Topic Framing via Masked Language Modeling Xiaobo Guo Weicheng Ma Soroush Vosoughi 38 2 0 07 Feb 2023
Predicting Sentence-Level Factuality of News and Bias of Media Outlets F. Vargas Kokil Jaidka T. Pardo Fabrício Benevenuto 73 7 0 27 Jan 2023
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology Valentin Hofmann J. Pierrehumbert Hinrich Schütze 107 0 0 14 Dec 2022
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines Swati Swati Adrian Mladenic Grobelnik Dunja Mladenić M. Grobelnik 77 3 0 01 Dec 2022
Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles Timo Spinde Jan-David Krieger Terry Ruas Jelena Mitrović Franz Götz-Hahn Akiko Aizawa Bela Gipp 90 28 0 07 Nov 2022
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis Changyuan Qiu Winston Wu Xinliang Frederick Zhang Lu Wang 55 1 0 04 Nov 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 67 76 0 29 Sep 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection Yujian Liu Xinliang Frederick Zhang David Wegsman Nick Beauchamp Lu Wang 69 73 0 02 May 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias Nayeon Lee Yejin Bang Tiezheng Yu Andrea Madotto Pascale Fung 58 29 0 11 Apr 2022
Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network Shi-Qiu Guo Kenny Q. Zhu 46 10 0 25 Jan 2022
An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles Timo Spinde 75 14 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 82 23 0 14 Dec 2021
Identifying Morality Frames in Political Tweets using Relational Learning Shamik Roy Maria Leonor Pacheco Dan Goldwasser 78 42 0 09 Sep 2021
Topic Modeling and Progression of American Digital News Media During the Onset of the COVID-19 Pandemic Xiangpeng Wan Michael C. Lucic Hakim Ghazzai Y. Massoud 21 5 0 25 May 2021
MBIC -- A Media Bias Annotation Dataset Including Annotator Characteristics Timo Spinde L. Rudnitckaia K. Sinha Felix Hamborg Bela Gipp K. Donnay 60 46 0 20 May 2021
Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings Zihao He Negar Mokhberian Antonio Camara A. Abeliuk Kristina Lerman 130 5 0 15 Apr 2021
Quantifying Gender Bias Towards Politicians in Cross-Lingual Language Models Karolina Stañczak Sagnik Ray Choudhury Tiago Pimentel Ryan Cotterell Isabelle Augenstein 77 24 0 15 Apr 2021
On Unifying Misinformation Detection Nayeon Lee Belinda Z. Li Sinong Wang Pascale Fung Hao Ma Wen-tau Yih Madian Khabsa 44 25 0 12 Apr 2021