"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
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 52 4 0 07 Sep 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 38 17 0 05 Sep 2022
Interpretable Fake News Detection with Topic and Deep Variational Models Marjan Hosseini Alireza Javadian Sabet Suining He Derek Aguiar 32 22 0 04 Sep 2022
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource Language Sangdo Han 21 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 45 31 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 35 1 0 16 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 63 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 38 13 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 27 4 0 27 Jul 2022
Towards Smart Fake News Detection Through Explainable AI B. AthiraA S. D. M. Kumar A. Chacko 25 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 28 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 46 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 75 30 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 39 2 0 21 Jun 2022
Hybrid Ensemble for Fake News Detection: An attempt Lovedeep Singh 6 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 28 45 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 21 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 29 12 0 30 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 28 12 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 54 82 0 25 May 2022
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues Miyoung Ko Ingyu Seong Hwaran Lee Joonsuk Park Minsuk Chang Minjoon Seo 53 3 0 24 May 2022
Human and technological infrastructures of fact-checking Prerna Juneja Tanushree Mitra HILM HAI 41 41 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 19 0 0 14 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 43 60 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 52 27 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 45 10 0 05 May 2022
CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets I. Mohr Amelie Wuhrl Roman Klinger OffRL 29 26 0 26 Apr 2022
Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media Yida Mu Pu Niu Nikolaos Aletras 50 12 0 21 Apr 2022
Fake news detection using parallel BERT deep neural networks Mahmood Farokhian V. Rafe H. Veisi GNN 27 14 0 10 Apr 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data Zixuan Ke Mohammad Kachuee Sungjin Lee 19 5 0 05 Apr 2022
Applying Automatic Text Summarization for Fake News Detection Philipp Hartl Udo Kruschwitz 48 11 0 04 Apr 2022
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models Chenxi Whitehouse Tillman Weyde Pranava Madhyastha N. Komninos 32 26 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 22 7 0 22 Mar 2022
Evaluating BERT-based Pre-training Language Models for Detecting Misinformation Rini Anggrainingsih Ghulam Mubashar Hassan A. Datta 30 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 44 197 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 32 33 0 01 Mar 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 32 74 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 28 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 30 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 16 52 0 20 Jan 2022
Evidence-aware Fake News Detection with Graph Neural Networks Weizhi Xu Jun Wu Qiang Liu Shu Wu Liang Wang GNN 37 80 0 18 Jan 2022
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 29 148 0 04 Jan 2022
Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection Xishuang Dong Lijun Qian 33 9 0 04 Jan 2022
An Adversarial Benchmark for Fake News Detection Models Lorenzo Jaime Yu Flores Sophie Hao 24 10 0 03 Jan 2022
Testing the Robustness of a BiLSTM-based Structural Story Classifier Aftab Hussain Sai Durga Prasad Nanduri Sneha Seenuvasavarathan 31 0 0 03 Jan 2022
Automated Fake News Detection using cross-checking with reliable sources Zahra Ghadiri M. Ranjbar Fakhteh Ghanbarnejad S. Raeisi GNN 28 4 0 01 Jan 2022
Does QA-based intermediate training help fine-tuning language models for text classification? Shiwei Zhang Xiuzhen Zhang 30 2 0 30 Dec 2021
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 41 14 0 13 Dec 2021
Automated Evidence Collection for Fake News Detection Mrinal Rawat Diptesh Kanojia 40 3 0 13 Dec 2021
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification Mingwen Dong Christos Christodoulopoulos Sheng-Min Shih Xiaofei Ma AAML 24 0 0 10 Dec 2021