"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
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 135 260 0 17 Oct 2022
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks Jun Wu Weizhi Xu Qiang Liu Shu Wu Liang Wang GNN 93 19 0 11 Oct 2022
MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection Cagri Toraman Oguzhan Ozcelik Furkan Şahinuç Fazli Can 51 13 0 11 Oct 2022
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media Momchil Hardalov Anton Chernyavskiy Ivan Koychev Dmitry Ilvovsky Preslav Nakov HAI 95 17 0 10 Oct 2022
Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup Huimin Zeng Zhenrui Yue Ziyi Kou Lanyu Shang Yang Zhang Dong Wang SSL 66 6 0 06 Oct 2022
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection Zhiwei Yang Jing Ma Hechang Chen Hongzhan Lin Ziyang Luo Yi-Ju Chang 99 15 0 29 Sep 2022
Gender Bias in Fake News: An Analysis N. Sahadevan P. Deepak 107 1 0 24 Sep 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer Qiong Nan Danding Wang Yongchun Zhu Qiang Sheng Yuhui Shi Juan Cao Jintao Li 91 27 0 19 Sep 2022
Evons: A Dataset for Fake and Real News Virality Analysis and Prediction K. Krstovski A. Ryu B. Kogut GNN 54 5 0 16 Sep 2022
Machine Learning-based Automatic Annotation and Detection of COVID-19 Fake News Mohammad Majid Akhtar Bibhas Sharma Ishan Karunanayake Rahat Masood Muhammad Ikram S. Kanhere DeLMO 87 4 0 07 Sep 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 78 18 0 05 Sep 2022
Interpretable Fake News Detection with Topic and Deep Variational Models Marjan Hosseini Alireza Javadian Sabet Suining He Derek Aguiar 72 25 0 04 Sep 2022
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource Language Sangdo Han 89 2 0 26 Aug 2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang 86 34 0 20 Aug 2022
FALSE: Fake News Automatic and Lightweight Solution Fatema Al Mukhaini Shaikhah Al Abdoulie Aisha Al Kharuosi Amal El Ahmad Monther Aldwairi 77 1 0 16 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 95 5 0 01 Aug 2022
PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence John Dougrez-Lewis E. Kochkina Miguel Arana Catania Maria Liakata Yulan He 55 14 0 28 Jul 2022
Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach P. Saikia Kshitij Gundale A. Jain Dev Jadeja Harvi Patel Mohendra Roy GNN 34 5 0 27 Jul 2022
Towards Smart Fake News Detection Through Explainable AI B. AthiraA S. D. M. Kumar A. Chacko 34 1 0 23 Jul 2022
Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility Cagri Arisoy Anuradha Mandal Nitesh Saxena GNN 40 2 0 18 Jul 2022
Multilingual Disinformation Detection for Digital Advertising Zofia Trstanova Nadir El Manouzi Maryline Chen Andre L. V. da Cunha Sergei B. Ivanov 65 0 0 04 Jul 2022
SoK: Content Moderation in Social Media, from Guidelines to Enforcement, and Research to Practice Mohit Singhal Chen Ling Pujan Paudel Poojitha Thota Nihal Kumarswamy Gianluca Stringhini Shirin Nilizadeh 156 33 0 29 Jun 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 77 2 0 21 Jun 2022
Hybrid Ensemble for Fake News Detection: An attempt Lovedeep Singh 13 0 0 13 Jun 2022
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking Xuming Hu Zhijiang Guo Guan-Huei Wu Aiwei Liu Lijie Wen Philip S. Yu HILM 84 48 0 06 Jun 2022
A Multi-Policy Framework for Deep Learning-Based Fake News Detection João Vitorino Tiago Dias Tiago Fonseca Nuno Oliveira Isabel Praça 46 0 0 01 Jun 2022
Detecting fake news by enhanced text representation with multi-EDU-structure awareness Yuhang Wang Li Wang Yanjie Yang Yilin Zhang 100 12 0 30 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 82 14 0 25 May 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 113 87 0 25 May 2022
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues Miyoung Ko Ingyu Seong Hwaran Lee Joonsuk Park Minsuk Chang Minjoon Seo 84 3 0 24 May 2022
Human and technological infrastructures of fact-checking Prerna Juneja Tanushree Mitra HILM HAI 92 44 0 22 May 2022
Fake News Quick Detection on Dynamic Heterogeneous Information Networks Jin Ho Go Alina Sari Jiaojiao Jiang Shuiqiao Yang S. Jha GNN 31 1 0 14 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 96 66 0 14 May 2022
Characterizing Multi-Domain False News and Underlying User Effects on Chinese Weibo Qiang Sheng Juan Cao H. Bernard Kai Shu Jintao Li Huan Liu 80 31 0 06 May 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga Maria Liakata Rob Procter Yulan He 81 10 0 05 May 2022
CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets I. Mohr Amelie Wuhrl Roman Klinger OffRL 51 29 0 26 Apr 2022
Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media Yida Mu Pu Niu Nikolaos Aletras 79 12 0 21 Apr 2022
Fake news detection using parallel BERT deep neural networks Mahmood Farokhian V. Rafe H. Veisi GNN 55 19 0 10 Apr 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data Zixuan Ke Mohammad Kachuee Sungjin Lee 32 5 0 05 Apr 2022
Applying Automatic Text Summarization for Fake News Detection Philipp Hartl Udo Kruschwitz 82 12 0 04 Apr 2022
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models Chenxi Whitehouse Tillman Weyde Pranava Madhyastha N. Komninos 83 27 0 01 Apr 2022
Approaches for Improving the Performance of Fake News Detection in Bangla: Imbalance Handling and Model Stacking Md. Muzakker Hossain Zahin Awosaf Md. Salman Hossan Prottoy Abu Saleh Muhammod Alvy Md. Kishor Morol 133 8 0 22 Mar 2022
Evaluating BERT-based Pre-training Language Models for Detecting Misinformation Rini Anggrainingsih Ghulam Mubashar Hassan A. Datta 61 7 0 15 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 119 205 0 14 Mar 2022
Understanding Effects of Algorithmic vs. Community Label on Perceived Accuracy of Hyper-partisan Misinformation Chenyan Jia Alexander Boltz Angie Zhang Anqing Chen Min Kyung Lee 78 36 0 01 Mar 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 89 81 0 23 Feb 2022
A Unified Training Process for Fake News Detection based on Fine-Tuned BERT Model Vijay Srinivas Tida Dr. Sonya Hsu Dr. Xiali Hei 57 1 0 03 Feb 2022
CsFEVER and CTKFacts: Acquiring Czech data for fact verification Herbert Ullrich Jan Drchal Martin Rýpar Hana Vincourová Václav Moravec HILM 79 9 0 26 Jan 2022
Combining Machine Learning with Knowledge Engineering to detect Fake News in Social Networks-a survey Sajjad Ahmed Knut Hinkelmann F. Corradini 65 53 0 20 Jan 2022
Evidence-aware Fake News Detection with Graph Neural Networks Weizhi Xu Jun Wu Qiang Liu Shu Wu Liang Wang GNN 75 87 0 18 Jan 2022