"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
Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset Hsuvas Borkakoty Luis Espinosa-Anke 53 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 48 9 0 26 Apr 2024
MisgenderMender: A Community-Informed Approach to Interventions for Misgendering Tamanna Hossain Sunipa Dev Sameer Singh 52 5 0 23 Apr 2024
Heterogeneous Subgraph Transformer for Fake News Detection Yuchen Zhang Xiaoxia Ma Hongzhi Zhang Jian Yang Hao Fan 54 12 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 45 5 0 15 Apr 2024
Sentence-level Media Bias Analysis with Event Relation Graph Yuanyuan Lei Ruihong Huang 50 2 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 75 0 0 30 Mar 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 58 13 0 25 Mar 2024
Can Factual Statements be Deceptive? The DeFaBel Corpus of Belief-based Deception Aswathy Velutharambath Amelie Wuhrl Roman Klinger 65 4 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 47 4 0 14 Mar 2024
MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection Yupeng Li Haorui He Jin Bai Dacheng Wen 42 8 0 14 Mar 2024
ConstitutionalExperts: Training a Mixture of Principle-based Prompts S. Petridis Ben Wedin Ann Yuan James Wexler Nithum Thain 38 6 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 47 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 43 1 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 70 8 0 22 Feb 2024
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables Haisong Gong Weizhi Xu Shu Wu Qiang Liu Liang Wang 54 4 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 44 7 0 17 Feb 2024
Ta'keed: The First Generative Fact-Checking System for Arabic Claims Saud Althabiti M. Alsalka Eric Atwell 66 3 0 25 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 50 16 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 29 10 0 13 Jan 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 43 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 42 79 0 12 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 49 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 37 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 75 0 0 03 Jan 2024
A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT Zizhong Li Haopeng Zhang Jiawei Zhang 61 5 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 31 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 55 75 0 18 Nov 2023
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 31 9 0 17 Nov 2023
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 29 9 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 38 4 0 16 Nov 2023
FAMuS: Frames Across Multiple Sources Siddharth Vashishtha Alexander Martin William Gantt Benjamin Van Durme Aaron Steven White 42 2 0 09 Nov 2023
Emotion Detection for Misinformation: A Review Zhiwei Liu Tianlin Zhang Kailai Yang Paul Thompson Zeping Yu Sophia Ananiadou 50 30 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 37 15 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 51 0 0 12 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 40 6 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 35 80 0 30 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 29 24 0 25 Sep 2023
Investigating Zero- and Few-shot Generalization in Fact Verification Liangming Pan Yunxiang Zhang Min-Yen Kan 20 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 33 27 0 01 Sep 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 32 17 0 29 Aug 2023
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 35 7 0 24 Aug 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 56 24 0 23 Aug 2023
Open, Closed, or Small Language Models for Text Classification? Hao Yu Zachary Yang Kellin Pelrine Jean Francois Godbout Reihaneh Rabbany 25 30 0 19 Aug 2023
"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing Sandeep Singamsetty Nishtha Madaan S. Mehta Varad Bhatnagar P. Bhattacharyya HILM 30 0 0 15 Aug 2023
How Good Are SOTA Fake News Detectors Matthew Iceland 26 6 0 04 Aug 2023
X-CapsNet For Fake News Detection Mohammad Hadi Goldani Reza Safabakhsh S. Momtazi GNN MedIm 36 1 0 23 Jul 2023
Tackling Fake News in Bengali: Unraveling the Impact of Summarization vs. Augmentation on Pre-trained Language Models Arman Sakif Chowdhury G. M. Shahariar Ahammed Tarik Aziz Syed Mohibul Alam Md. Azad Sheikh Tanveer Ahmed Belal 40 0 0 13 Jul 2023
Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR Dataset Mars Gokturk Buchholz 16 12 0 14 Jun 2023
Reliability Check: An Analysis of GPT-3's Response to Sensitive Topics and Prompt Wording Aisha Khatun Daniel Brown KELM 23 12 0 09 Jun 2023