"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"

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Title
Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers Xanh Ho Sunisth Kumar Yun-Ang Wu Florian Boudin Atsuhiro Takasu Akiko Aizawa LMTD 129 0 0 12 Jun 2025
Dataset of News Articles with Provenance Metadata for Media Relevance Assessment Tomas Peterka Matyas Bohacek 71 0 0 11 Jun 2025
Fact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification Liwen Zheng Chaozhuo Li Zheng Liu Feiran Huang Haoran Jia Zaisheng Ye Xi Zhang HILM 23 0 0 09 Jun 2025
Weak Supervision for Real World Graphs Pratheeksha Nair Reihaneh Rabbany NoLa 63 0 0 03 Jun 2025
Natural Language Processing to Enhance Deliberation in Political Online Discussions: A Survey Maike Behrendt Stefan Sylvius Wagner Carina Weinmann Marike Bormann Mira Warne Stefan Harmeling 60 0 0 03 Jun 2025
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 233 0 0 26 May 2025
The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts Yuchen Zhang Yaxiong Wang Yujiao Wu Lianwei Wu Li Zhu AAML 107 0 0 23 May 2025
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs Ziyu Ge Yuhao Wu Daniel Wai Kit Chin Roy Ka-Wei Lee Rui Cao RALM HILM 89 0 0 23 May 2025
Advertising in AI systems: Society must be vigilant Menghua Wu Yujia Bao 107 0 0 23 May 2025
System Prompt Optimization with Meta-Learning Yumin Choi Jinheon Baek Sung Ju Hwang LLMAG 111 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 60 0 0 03 May 2025
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 84 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 49 0 0 10 Apr 2025
FMNV: A Dataset of Media-Published News Videos for Fake News Detection Yihao Wang Zhong Qian Peifeng Li 69 0 0 10 Apr 2025
Latent Multimodal Reconstruction for Misinformation Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 134 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 105 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 91 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 80 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 96 0 0 03 Mar 2025
Mind the (Belief) Gap: Group Identity in the World of LLMs Angana Borah Marwa Houalla Rada Mihalcea 56 1 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 138 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 93 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 164 3 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 182 1 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 134 12 0 07 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 200 1 0 29 Jan 2025
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 88 0 0 31 Dec 2024
FarExStance: Explainable Stance Detection for Farsi Majid Zarharan Maryam Hashemi Malika Behroozrazegh Sauleh Eetemadi Mohammad Taher Pilehvar Jennifer Foster 149 1 0 18 Dec 2024
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 206 6 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 100 9 0 31 Oct 2024
Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization Anthony Cui Pranav Nandyalam Ethan Cheung Kevin Zhu Aiden Lei Kevin Zhu Sean O'Brien 63 2 0 25 Oct 2024
Effects of Soft-Domain Transfer and Named Entity Information on Deception Detection Steven Triplett Simon Minami Rakesh Verma 66 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 55 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 101 1 0 12 Oct 2024
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation Jing Yang Anderson de Rezende Rocha 108 2 0 05 Oct 2024
How Entangled is Factuality and Deception in German? Aswathy Velutharambath Amelie Wuhrl Roman Klinger HILM 108 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 60 2 0 16 Sep 2024
Intertwined Biases Across Social Media Spheres: Unpacking Correlations in Media Bias Dimensions Yifan Liu Yike Li Dong Wang 69 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 189 11 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 82 4 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 119 6 0 31 Jul 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 127 10 0 23 Jul 2024
Multimodal Misinformation Detection using Large Vision-Language Models Sahar Tahmasebi Eric Müller-Budack Ralph Ewerth 119 9 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 88 2 0 10 Jul 2024
ConvNLP: Image-based AI Text Detection S. Jambunathan Ashwath Shankarnarayan Parijat Dube DeLMO 158 1 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 85 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 75 0 0 07 Jul 2024
A Survey of Datasets for Information Diffusion Tasks Fuxia Guo Xiaowen Wang Yanwei Xie Z. J. Wang Jingqiu Li Lanjun Wang 35 1 0 06 Jul 2024
Reliability Criteria for News Websites Hendrik Heuer Elena L. Glassman 111 4 0 04 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 99 6 0 02 Jul 2024