Predicting Factuality of Reporting and Bias of News Media Sources

2 October 2018

Papers citing "Predicting Factuality of Reporting and Bias of News Media Sources"

50 / 86 papers shown

Title
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 83 4 0 13 Feb 2025
Navigating Nuance: In Quest for Political Truth Soumyadeep Sar Dwaipayan Roy 29 0 0 03 Jan 2025
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 79 0 0 12 Dec 2024
Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions Dairazalia Sanchez-Cortes Sergio Burdisso Esaú Villatoro-Tello P. Motlícek 41 0 0 23 Oct 2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalisation of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 32 0 0 12 Oct 2024
Generating Media Background Checks for Automated Source Critical Reasoning Michael Schlichtkrull 32 3 0 01 Sep 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning Cheng Niu Yang Guan Yuanhao Wu Juno Zhu Juntong Song Randy Zhong Kaihua Zhu Siliang Xu Shizhe Diao Tong Zhang 49 4 0 12 Jun 2024
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media Nikhil Mehta Dan Goldwasser 28 0 0 03 Jun 2024
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together Sergio Burdisso Dairazalia Sanchez-Cortes Esaú Villatoro-Tello P. Motlícek 40 5 0 15 Apr 2024
Sentence-level Media Bias Analysis with Event Relation Graph Yuanyuan Lei Ruihong Huang 36 2 0 02 Apr 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations Gregor Donabauer Udo Kruschwitz GNN AI4CE 40 1 0 28 Feb 2024
Understanding News Creation Intents: Frame, Dataset, and Method Zhengjia Wang Danding Wang Qiang Sheng Juan Cao Silong Su Yifan Sun Beizhe Hu Siyuan Ma 29 5 0 27 Dec 2023
"We Demand Justice!": Towards Social Context Grounding of Political Texts Rajkumar Pujari Chengfei Wu Dan Goldwasser AILaw 21 3 0 15 Nov 2023
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 40 18 0 02 Nov 2023
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term Yi-Li Hsu Shih-Chieh Dai Aiping Xiong Lun-Wei Ku OffRL 27 4 0 26 Oct 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Simon Chi Lok Yu Jie He Víctor Gutiérrez-Basulto Jeff Z. Pan 29 3 0 08 Oct 2023
Interactively Learning Social Media Representations Improves News Source Factuality Detection Nikhil Mehta Dan Goldwasser GNN 40 4 0 26 Sep 2023
An Interactive Framework for Profiling News Media Sources Nikhil Mehta Dan Goldwasser 24 4 0 14 Sep 2023
Learning Unbiased News Article Representations: A Knowledge-Infused Approach Sadia Kamal Jimmy Hartford Jeremy Willis A. Bagavathi 21 1 0 12 Sep 2023
The Anatomy of Conspirators: Unveiling Traits using a Comprehensive Twitter Dataset Margherita Gambini S. Tardelli Maurizio Tesconi 21 1 0 29 Aug 2023
LAraBench: Benchmarking Arabic AI with Large Language Models Ahmed Abdelali Hamdy Mubarak Shammur A. Chowdhury Maram Hasanain Basel Mousi ... Yousseif Elshahawy Ahmed M. Ali Nadir Durrani Natasa Milic-Frayling Firoj Alam ELM LM&MA 23 19 0 24 May 2023
Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals Amila Silva Ling Luo S. Karunasekera C. Leckie 24 5 0 18 May 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 36 288 0 12 Apr 2023
Predicting Sentence-Level Factuality of News and Bias of Media Outlets F. Vargas Kokil Jaidka T. Pardo Fabrício Benevenuto 19 6 0 27 Jan 2023
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 32 3 0 01 Dec 2022
GREENER: Graph Neural Networks for News Media Profiling P. Panayotov Utsav Shukla Husrev Taha Sencar Mohamed Nabeel Preslav Nakov 18 17 0 10 Nov 2022
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage Philippe Laban Chien-Sheng Wu Lidiya Murakhovs'ka Xiang Ánthony' Chen Caiming Xiong 29 12 0 09 Nov 2022
Evons: A Dataset for Fake and Real News Virality Analysis and Prediction K. Krstovski A. Ryu B. Kogut GNN 26 5 0 16 Sep 2022
Interpretable Fake News Detection with Topic and Deep Variational Models Marjan Hosseini Alireza Javadian Sabet Suining He Derek Aguiar 27 20 0 04 Sep 2022
An Approach to Ensure Fairness in News Articles Shaina Raza Deepak John Reji Dora D. Liu Syed Raza Bashir Usman Naseem FaML 20 1 0 08 Jul 2022
Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media Yida Mu Pu Niu Nikolaos Aletras 34 12 0 21 Apr 2022
How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image H. Choi Yejun Yoon Seunghyun Yoon Kunwoo Park 13 6 0 12 Apr 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection Zihao He Negar Mokhberian Kristina Lerman 17 44 0 08 Apr 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 79 2,254 0 08 Feb 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 175 74 0 25 Jan 2022
Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network Shi-Qiu Guo Kenny Q. Zhu 8 10 0 25 Jan 2022
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 34 38 0 05 Nov 2021
A Machine Learning Pipeline to Examine Political Bias with Congressional Speeches Prasad K. Hajare Sadia Kamal S. Krishnan A. Bagavathi 30 5 0 18 Sep 2021
Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language G. Ruffo Alfonso Semeraro Anastasia Giachanou Paolo Rosso 33 67 0 13 Sep 2021
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence Caleb Ziems Diyi Yang 45 14 0 11 Sep 2021
FR-Detect: A Multi-Modal Framework for Early Fake News Detection on Social Media Using Publishers Features A. Jarrahi Leila Safari EgoV 24 0 0 10 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 57 1,750 0 08 Sep 2021
Capturing Stance Dynamics in Social Media: Open Challenges and Research Directions Rabab Alkhalifa A. Zubiaga 43 20 0 01 Sep 2021
Predicting the Factuality of Reporting of News Media Using Observations About User Attention in Their YouTube Channels Krasimira Bozhanova Yoan Dinkov Ivan Koychev Maria Castaldo T. Venturini Preslav Nakov 13 5 0 27 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 21 128 0 11 Aug 2021
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims Ipek Baris Schlicht Erhan Sezerer Selma Tekir Oul Han Zeyd Boukhers 24 0 0 08 Aug 2021
Deception detection in text and its relation to the cultural dimension of individualism/collectivism Katerina Papantoniou P. Papadakos T. Patkos G. Flouris Ion Androutsopoulos Dimitris Plexousakis 55 7 0 26 May 2021
SOK: Fake News Outbreak 2021: Can We Stop the Viral Spread? Tanveer Khan A. Michalas Adnan Akhunzada GNN 13 16 0 22 May 2021
Hidden Biases in Unreliable News Detection Datasets Xiang Zhou Heba Elfardy Christos Christodoulopoulos Thomas Butler Joey Tianyi Zhou 22 15 0 20 Apr 2021
Supporting verification of news articles with automated search for semantically similar articles Vishwani Gupta Katharina Beckh Sven Giesselbach D. Wegener Tim Wirtz 18 2 0 29 Mar 2021