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

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

29 September 2022

Papers citing "Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts"

22 / 22 papers shown

Title
Generate, Evaluate, Iterate: Synthetic Data for Human-in-the-Loop Refinement of LLM Judges Hyo Jin Do Zahra Ashktorab Jasmina Gajcin Erik Miehling Martin Santillan Cooper Qian Pan Elizabeth M. Daly Werner Geyer SyDa ELM 128 0 0 06 Nov 2025
Counterspeech for Mitigating the Influence of Media Bias: Comparing Human and LLM-Generated Responses Luyang Lin Zijin Feng Lingzhi Wang Kam-Fai Wong 66 1 0 20 Aug 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias MitigationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yuanyuan Lei Ruihong Huang 142 0 0 15 Jun 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-EncoderAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yiqun Sun Qiang Huang Anthony K. H. Tung Jun Yu 134 0 0 30 May 2025
The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias DetectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Tomas Horych Christoph Mandl Terry Ruas André Greiner-Petter Bela Gipp Akiko Aizawa Timo Spinde 429 11 0 17 Nov 2024
BiasScanner: Automatic Detection and Classification of News Bias to Strengthen Democracy Tim Menzner Jochen L. Leidner 148 3 0 15 Jul 2024
DocNet: Semantic Structure in Inductive Bias Detection Models Jessica Zhu Iain Cruickshank Michel Cukier 206 0 0 16 Jun 2024
Pitfalls of Conversational LLMs on News Debiasing Ipek Baris Schlicht Defne Altiok Maryanne Taouk Lucie Flek 209 4 0 09 Apr 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 257 2 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 170 21 0 01 Feb 2024
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News ReportingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kaijian Zou Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 139 3 0 28 Oct 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Arkadiy Saakyan Smaranda Muresan 208 4 0 15 Sep 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in TextExpert systems with applications (ESWA), 2023 Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 246 60 0 03 Aug 2023
Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset CollectionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Martin Wessel Tomávs Horych Terry Ruas Akiko Aizawa Bela Gipp Timo Spinde 161 28 0 25 Apr 2023
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document HierarchyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiwoo Hong Yejin Cho Jaemin Jung Jiyoung Han James Thorne 148 9 0 05 Apr 2023
Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News Xingmeng Zhao Dan Schumacher Sashank Nalluri Xavier Walton Suhana Shrestha Anthony Rios 120 3 0 15 Jan 2023
Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News ArticlesiConference (iConference), 2022 Timo Spinde Jan-David Krieger Terry Ruas Jelena Mitrović Franz Götz-Hahn Akiko Aizawa Bela Gipp 157 28 0 07 Nov 2022
Analyzing Multi-Task Learning for Abstractive Text SummarizationIEEE Games Entertainment Media Conference (GEM), 2022 Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 194 6 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 333 2 0 13 Oct 2022
A Domain-adaptive Pre-training Approach for Language Bias Detection in NewsACM/IEEE Joint Conference on Digital Libraries (JCDL), 2022 Jan-David Krieger Timo Spinde Terry Ruas Juhi Kulshrestha Bela Gipp AI4CE 162 22 0 22 May 2022
An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles Timo Spinde 109 16 0 26 Dec 2021
Identifying Machine-Paraphrased PlagiarismiConference (iConference), 2021 Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 437 37 0 22 Mar 2021