"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
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 56 8 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 80 25 0 23 Aug 2023
Open, Closed, or Small Language Models for Text Classification? Hao Yu Zachary Yang Kellin Pelrine Jean Francois Godbout Reihaneh Rabbany 78 36 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 39 0 0 15 Aug 2023
How Good Are SOTA Fake News Detectors Matthew Iceland 58 6 0 04 Aug 2023
X-CapsNet For Fake News Detection Mohammad Hadi Goldani Reza Safabakhsh S. Momtazi GNN MedIm 74 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 69 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 30 13 0 14 Jun 2023
Reliability Check: An Analysis of GPT-3's Response to Sensitive Topics and Prompt Wording Aisha Khatun Daniel Brown KELM 61 12 0 09 Jun 2023
Give Me More Details: Improving Fact-Checking with Latent Retrieval Xuming Hu Guan-Huei Wu Zhijiang Guo Philip S. Yu HILM 109 4 0 25 May 2023
Fake News Detection and Behavioral Analysis: Case of COVID-19 Alen Chih-Yuan Li N. Kollapally S. Chun J. Geller GNN 73 0 0 25 May 2023
LFTK: Handcrafted Features in Computational Linguistics Bruce W. Lee J. Lee 80 21 0 25 May 2023
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4 Kellin Pelrine Anne Imouza Camille Thibault Meilina Reksoprodjo Caleb Gupta J. Christoph Jean-François Godbout Reihaneh Rabbany UQLM AI4CE 123 42 0 24 May 2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang Hou Pong Chan Kathleen McKeown Heng Ji 95 1 0 23 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web Michael Schlichtkrull Zhijiang Guo Andreas Vlachos 112 76 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu Anh Tuan Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 100 136 0 22 May 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning Zhenrui Yue Huimin Zeng Yang Zhang Lanyu Shang Dong Wang 79 17 0 22 May 2023
Complex Claim Verification with Evidence Retrieved in the Wild Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 110 82 0 19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 156 399 0 19 May 2023
CPL-NoViD: Context-Aware Prompt-based Learning for Norm Violation Detection in Online Communities Zihao He Jonathan May Kristina Lerman 107 3 0 16 May 2023
Pre-Training to Learn in Context Yuxian Gu Li Dong Furu Wei Minlie Huang CLIP LRM ReLM 167 38 0 16 May 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models Shangbin Feng Chan Young Park Yuhan Liu Yulia Tsvetkov 106 248 0 15 May 2023
eXplainable Artificial Intelligence on Medical Images: A Survey Matteus Vargas Simao da Silva Rodrigo Reis Arrais Jhessica Victoria Santos da Silva Felipe Souza Tanios Mateus A. Chinelatto ... Fabiana Cristina Queiroz de Oliveira Marucci Francisco Alves de Souza Neto Danilo Xavier Silva Vitor Yukio Kondo C. F. G. Santos MedIm XAI 40 1 0 12 May 2023
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering Anku Rani S.M. Towhidul Islam Tonmoy Dwip Dalal Shreya Gautam Megha Chakraborty Aman Chadha Amit P. Sheth Amitava Das HILM 75 30 0 07 May 2023
Automatic Prompt Optimization with "Gradient Descent" and Beam Search Reid Pryzant Dan Iter Jerry Li Y. Lee Chenguang Zhu Michael Zeng 97 359 0 04 May 2023
Deception Detection with Feature-Augmentation by soft Domain Transfer Sadat Shahriar Arjun Mukherjee O. Gnawali 58 5 0 01 May 2023
The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who Michael Schlichtkrull N. Ousidhoum Andreas Vlachos 174 20 0 27 Apr 2023
Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection Martin Wessel Tomávs Horych Terry Ruas Akiko Aizawa Bela Gipp Timo Spinde 83 25 0 25 Apr 2023
User Perceptions of Automatic Fake News Detection: Can Algorithms Fight Online Misinformation? Bruno Tafur Advait Sarkar GNN FaML 51 4 0 17 Apr 2023
It's All in the Embedding! Fake News Detection Using Document Embeddings Ciprian-Octavian Truică Elena Simona Apostol 85 51 0 16 Apr 2023
Interpretable Unified Language Checking Tianhua Zhang Hongyin Luo Yung-Sung Chuang Wei Fang Luc Gaitskell Thomas Hartvigsen Xixin Wu D. Fox Helen M. Meng James R. Glass 75 22 0 07 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 105 68 0 05 Apr 2023
Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information Zhen Guo Qi Zhang Xin An Qisheng Zhang A. Jøsang Lance M. Kaplan F. Chen Dong-Ho Jeong Jin-Hee Cho 38 3 0 19 Feb 2023
Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification Luke Bates Iryna Gurevych BDL AI4MH 84 4 0 17 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 91 15 0 16 Feb 2023
Homophily-oriented Heterogeneous Graph Rewiring Jiayan Guo Lun Du Wendong Bi Qiang Fu Xiaojun Ma Xu Chen Shi Han Dongmei Zhang Yan Zhang 72 27 0 13 Feb 2023
ContCommRTD: A Distributed Content-based Misinformation-aware Community Detection System for Real-Time Disaster Reporting Elena Simona Apostol Ciprian-Octavian Truică Adrian Paschke 80 20 0 30 Jan 2023
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking Mubashara Akhtar O. Cocarascu Elena Simperl 101 27 0 27 Jan 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 94 9 0 21 Jan 2023
Rationalization for Explainable NLP: A Survey Sai Gurrapu Ajay Kulkarni Lifu Huang Ismini Lourentzou Laura J. Freeman Feras A. Batarseh 112 35 0 21 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 147 66 0 08 Jan 2023
Fine-grained Czech News Article Dataset: An Interdisciplinary Approach to Trustworthiness Analysis Matyáš Boháček Michal Bravansky Filip Trhlík Václav Moravec 61 2 0 16 Dec 2022
Towards Efficient and Domain-Agnostic Evasion Attack with High-dimensional Categorical Inputs Hongyan Bao Yufei Han Yujun Zhou Xin Gao Xiangliang Zhang AAML 77 5 0 13 Dec 2022
AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs Helene Orsini Hongyan Bao Yujun Zhou Xiangrui Xu Yufei Han Longyang Yi Wei Wang Xin Gao Xiangliang Zhang AAML 97 1 0 13 Dec 2022
A Comparative Evaluation of Interventions Against Misinformation: Augmenting the WHO Checklist Hendrik Heuer Elena L. Glassman 58 27 0 13 Dec 2022
FNDaaS: Content-agnostic Detection of Fake News sites P. Papadopoulos Dimitris Spithouris E. Markatos N. Kourtellis 48 0 0 13 Dec 2022
Multiverse: Multilingual Evidence for Fake News Detection Daryna Dementieva Mikhail Kuimov Alexander Panchenko 77 5 0 25 Nov 2022
Using Persuasive Writing Strategies to Explain and Detect Health Misinformation Danial Kamali Joseph Romain Huiyi Liu Wei Peng Jingbo Meng Parisa Kordjamshidi 70 4 0 11 Nov 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 103 46 0 25 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 113 2 0 24 Oct 2022