"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 / 376 papers shown

Title
POLygraph: Polish Fake News Dataset Daniel Dzienisiewicz Filip Graliñski Piotr Jabłoński Marek Kubis Paweł Skórzewski Piotr Wierzchoñ 65 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 95 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 74 5 0 18 Jun 2024
Bag of Lies: Robustness in Continuous Pre-training BERT I. Gevers Walter Daelemans 85 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 81 9 0 14 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 96 56 0 06 Jun 2024
TruthEval: A Dataset to Evaluate LLM Truthfulness and Reliability Aisha Khatun Daniel G. Brown HILM 50 4 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 33 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 112 3 0 13 May 2024
Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset Hsuvas Borkakoty Luis Espinosa-Anke 79 1 0 03 May 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 97 10 0 26 Apr 2024
MisgenderMender: A Community-Informed Approach to Interventions for Misgendering Tamanna Hossain Sunipa Dev Sameer Singh 101 5 0 23 Apr 2024
Heterogeneous Subgraph Transformer for Fake News Detection Yuchen Zhang Xiaoxia Ma Hongzhi Zhang Jian Yang Hao Fan 87 13 0 19 Apr 2024
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together Sergio Burdisso Dairazalia Sanchez-Cortes Esaú Villatoro-Tello P. Motlícek 79 6 0 15 Apr 2024
Sentence-level Media Bias Analysis with Event Relation Graph Yuanyuan Lei Ruihong Huang 89 3 0 02 Apr 2024
FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection Ziyi Zhou Xiaoming Zhang Litian Zhang Jiacheng Liu Xi Zhang Chaozhuo Li 107 1 0 30 Mar 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 106 15 0 25 Mar 2024
Can Factual Statements be Deceptive? The DeFaBel Corpus of Belief-based Deception Aswathy Velutharambath Amelie Wuhrl Roman Klinger 143 5 0 15 Mar 2024
FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections Shaina Raza Tahniat Khan Veronica Chatrath Drai Paulen-Patterson Mizanur Rahman Oluwanifemi Bamgbose 70 5 0 14 Mar 2024
MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection Yupeng Li Haorui He Jin Bai Dacheng Wen 64 11 0 14 Mar 2024
ConstitutionalExperts: Training a Mixture of Principle-based Prompts S. Petridis Ben Wedin Ann Yuan James Wexler Nithum Thain 60 8 0 07 Mar 2024
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling Chao-Wei Huang †. Chen-AnLi †. Tsu-YuanHsu Chen-Yu Hsu Yun-Nung Chen RALM 69 1 0 06 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 83 2 0 01 Mar 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 121 9 0 22 Feb 2024
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables Haisong Gong Weizhi Xu Shu Wu Qiang Liu Liang Wang 81 7 0 20 Feb 2024
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Kumar Sricharan 102 7 0 17 Feb 2024
Ta'keed: The First Generative Fact-Checking System for Arabic Claims Saud Althabiti M. Alsalka Eric Atwell 88 3 0 25 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 129 20 0 16 Jan 2024
Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation Mauricio Rivera Jean-François Godbout Reihaneh Rabbany Kellin Pelrine HILM 46 13 0 13 Jan 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 93 9 0 12 Jan 2024
Fine-grained Hallucination Detection and Editing for Language Models Abhika Mishra Akari Asai Vidhisha Balachandran Yizhong Wang Graham Neubig Yulia Tsvetkov Hannaneh Hajishirzi HILM 114 87 0 12 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 75 0 0 09 Jan 2024
Fighting Fire with Fire: Adversarial Prompting to Generate a Misinformation Detection Dataset Shrey Satapara Parth Mehta Debasis Ganguly Sandip J Modha 57 0 0 09 Jan 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 111 0 0 03 Jan 2024
A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT Zizhong Li Haopeng Zhang Jiawei Zhang 91 6 0 19 Dec 2023
Improving Factual Error Correction by Learning to Inject Factual Errors Xingwei He Qianru Zhang Alex Jin Jun Ma Yuan Yuan Siu-Ming Yiu KELM 45 2 0 12 Dec 2023
Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks Panfeng Li M. Abouelenien Rada Mihalcea Zhicheng Ding Qikai Yang Yiming Zhou 102 78 0 18 Nov 2023
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 82 10 0 17 Nov 2023
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 79 10 0 16 Nov 2023
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation Yiqing Xie Sheng Zhang Hao Cheng Pengfei Liu Zelalem Gero Cliff Wong Tristan Naumann Hoifung Poon Carolyn Rose MedIm 73 5 0 16 Nov 2023
FAMuS: Frames Across Multiple Sources Siddharth Vashishtha Alexander Martin William Gantt Benjamin Van Durme Aaron Steven White 66 2 0 09 Nov 2023
Emotion Detection for Misinformation: A Review Zhiwei Liu Tianlin Zhang Kailai Yang Paul Thompson Zeping Yu Sophia Ananiadou 110 35 0 01 Nov 2023
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification Huanhuan Ma Weizhi Xu Yifan Wei Liuji Chen Liang Wang Qiang Liu Shu Wu Liang Wang 101 18 0 15 Oct 2023
Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic Mohit Chandra Anush Mattapalli Munmun De Choudhury 99 0 0 12 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 62 8 0 08 Oct 2023
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method Xuan Zhang Wei Gao LRM 61 96 0 30 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 80 27 0 25 Sep 2023
Investigating Zero- and Few-shot Generalization in Fact Verification Liangming Pan Yunxiang Zhang Min-Yen Kan 50 6 0 18 Sep 2023
FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking Tsun-hin Cheung K. Lam KELM HILM LRM 77 34 0 01 Sep 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 60 18 0 29 Aug 2023