"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection

1 May 2017

Papers citing ""Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection"

50 / 363 papers shown

Title
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang Ran He 7 0 0 26 May 2025
System Prompt Optimization with Meta-Learning Yumin Choi Jinheon Baek Sung Ju Hwang LLMAG 65 0 0 14 May 2025
CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation Mazal Bethany Nishant Vishwamitra Cho-Yu Chiang Peyman Najafirad AAML 38 0 0 03 May 2025
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 52 0 0 29 Apr 2025
Multi-view autoencoders for Fake News Detection Ingryd V. S. T. Pereira George D. C. Cavalcanti Rafael M. O. Cruz ViT 33 0 0 10 Apr 2025
FMNV: A Dataset of Media-Published News Videos for Fake News Detection Yihao Wang Zhong Qian Peifeng Li 47 0 0 10 Apr 2025
Latent Multimodal Reconstruction for Misinformation Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 73 0 0 08 Apr 2025
Deceptive Humor: A Synthetic Multilingual Benchmark Dataset for Bridging Fabricated Claims with Humorous Content Sai Kartheek Reddy Kasu Shankar Biradar Sunil Saumya 72 0 0 20 Mar 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection Chaowei Zhang Zongling Feng Zewei Zhang Jipeng Qiang Guandong Xu Yun Li LRM 69 0 0 12 Mar 2025
Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models Han Cao Lingwei Wei Wei Zhou Songlin Hu KELM 64 0 0 11 Mar 2025
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election Liu Yan Liu Yunpeng Zhao Liang 73 0 0 03 Mar 2025
Mind the (Belief) Gap: Group Identity in the World of LLMs Angana Borah Marwa Houalla Rada Mihalcea 41 0 0 03 Mar 2025
SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking Nam V. Nguyen Dien X. Tran Thanh T. Tran Anh T. Hoang Tai V. Duong Di T. Le Phuc-Lu Le 57 0 0 02 Mar 2025
Automatic Prompt Optimization via Heuristic Search: A Survey Wendi Cui Jiaxin Zhang Zechao Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Sricharan Kumar 51 1 0 26 Feb 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals Linda Zeng Rithwik Gupta Divij Motwani Diji Yang Yi Zhang AAML 60 1 0 22 Feb 2025
VilBias: A Study of Bias Detection through Linguistic and Visual Cues , presenting Annotation Strategies, Evaluation, and Key Challenges Shaina Raza Caesar Saleh Emrul Hasan Franklin Ogidi Maximus Powers Veronica Chatrath Marcelo Lotif Roya Javadi Anam Zahid Vahid Reza Khazaie 114 0 0 20 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 78 9 0 07 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 116 1 0 29 Jan 2025
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 44 0 0 31 Dec 2024
FarExStance: Explainable Stance Detection for Farsi Majid Zarharan Maryam Hashemi Malika Behroozrazegh Sauleh Eetemadi Mohammad Taher Pilehvar Jennifer Foster 107 0 0 18 Dec 2024
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 111 5 0 13 Dec 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task Michael Schlichtkrull Yulong Chen Chenxi Whitehouse Zhenyun Deng Mubashara Akhtar ... Christos Christodoulopoulos O. Cocarascu Arpit Mittal James Thorne Andreas Vlachos 71 7 0 31 Oct 2024
Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization Anthony Cui Pranav Nandyalam Ethan Cheung Kevin Zhu 22 1 0 25 Oct 2024
Effects of Soft-Domain Transfer and Named Entity Information on Deception Detection Steven Triplett Simon Minami Rakesh Verma 34 0 0 18 Oct 2024
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park VLM LRM 37 2 0 16 Oct 2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 38 0 0 12 Oct 2024
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation Jing Yang Anderson de Rezende Rocha 64 2 0 05 Oct 2024
How Entangled is Factuality and Deception in German? Aswathy Velutharambath Amelie Wuhrl Roman Klinger HILM 54 0 0 30 Sep 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims Yu Fu Shunan Guo Jane Hoffswell Victor S. Bursztyn Ryan Rossi J. Stasko 36 2 0 16 Sep 2024
Intertwined Biases Across Social Media Spheres: Unpacking Correlations in Media Bias Dimensions Yifan Liu Yike Li Dong Wang 47 0 0 27 Aug 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 61 8 0 26 Aug 2024
MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Lionel Z. Wang Yiming Ma Renfei Gao Beichen Guo Han Zhu Wenqi Fan Zexin Lu Ka Chung Ng SyDa 42 3 0 19 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 56 5 0 31 Jul 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 61 6 0 23 Jul 2024
Multimodal Misinformation Detection using Large Vision-Language Models Sahar Tahmasebi Eric Müller-Budack Ralph Ewerth 52 5 0 19 Jul 2024
Search, Examine and Early-Termination: Fake News Detection with Annotation-Free Evidences Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Xinpeng Zhang 62 1 0 10 Jul 2024
ConvNLP: Image-based AI Text Detection S. Jambunathan Ashwath Shankarnarayan Parijat Dube DeLMO 69 0 0 09 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 54 9 0 09 Jul 2024
Experiments with truth using Machine Learning: Spectral analysis and explainable classification of synthetic, false, and genuine information Vishnu S Pendyala Madhulika Dutta 43 0 0 07 Jul 2024
Reliability Criteria for News Websites Hendrik Heuer Elena L. Glassman 28 4 0 04 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 47 5 0 02 Jul 2024
POLygraph: Polish Fake News Dataset Daniel Dzienisiewicz Filip Graliñski Piotr Jabłoński Marek Kubis Paweł Skórzewski Piotr Wierzchoñ 47 0 0 01 Jul 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models Jaeyoung Lee Ximing Lu Jack Hessel Faeze Brahman Youngjae Yu Yonatan Bisk Yejin Choi Saadia Gabriel 53 3 0 29 Jun 2024
EUvsDisinfo: A Dataset for Multilingual Detection of Pro-Kremlin Disinformation in News Articles João A. Leite Olesya Razuvayevskaya Kalina Bontcheva Carolina Scarton 35 3 0 18 Jun 2024
Bag of Lies: Robustness in Continuous Pre-training BERT I. Gevers Walter Daelemans 63 0 0 14 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 48 4 0 14 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 43 42 0 06 Jun 2024
TruthEval: A Dataset to Evaluate LLM Truthfulness and Reliability Aisha Khatun Daniel G. Brown HILM 34 2 0 04 Jun 2024
SocialNLP Fake-EmoReact 2021 Challenge Overview: Predicting Fake Tweets from Their Replies and GIFs Chien-Kun Huang Yi-Ting Chang Lun-Wei Ku Cheng-Te Li Hong-Han Shuai 23 0 0 31 May 2024
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source Hung Tuan Le Long Truong To Manh Trong Nguyen Kiet Van Nguyen 60 3 0 13 May 2024