Introducing MBIB -- the first Media Bias Identification Benchmark Task
and Dataset Collection

Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection

25 April 2023

Papers citing "Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection"

17 / 17 papers shown

Title
Navigating Nuance: In Quest for Political Truth Soumyadeep Sar Dwaipayan Roy 29 0 0 03 Jan 2025
On Adversarial Robustness of Language Models in Transfer Learning Bohdan Turbal Anastasiia Mazur Jiaxu Zhao Mykola Pechenizkiy AAML 45 0 0 03 Jan 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
Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions Dairazalia Sanchez-Cortes Sergio Burdisso Esaú Villatoro-Tello P. Motlícek 33 0 0 23 Oct 2024
Intertwined Biases Across Social Media Spheres: Unpacking Correlations in Media Bias Dimensions Yifan Liu Yike Li Dong Wang 34 0 0 27 Aug 2024
News Ninja: Gamified Annotation of Linguistic Bias in Online News Smilla Hinterreiter Timo Spinde Sebastian Oberdorfer Isao Echizen Marc Latoschik 25 1 0 24 Jul 2024
BiasScanner: Automatic Detection and Classification of News Bias to Strengthen Democracy Tim Menzner Jochen L. Leidner 19 2 0 15 Jul 2024
DocNet: Semantic Structure in Inductive Bias Detection Models Jessica Zhu Iain Cruickshank Michel Cukier 34 0 0 16 Jun 2024
Experiments in News Bias Detection with Pre-Trained Neural Transformers Tim Menzner Jochen L. Leidner 26 3 0 14 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 34 12 0 03 Jun 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 43 1 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 33 12 0 01 Feb 2024
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 34 20 0 22 May 2022
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 77 0 30 Dec 2020
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 297 6,959 0 20 Apr 2018