"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
The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible Nanna Inie Jeanette Falk Olesen Leon Derczynski DeLMO 19 6 0 11 Feb 2020
Detecting Fake News with Capsule Neural Networks Mohammad Hadi Goldani S. Momtazi Reza Safabakhsh 77 120 0 03 Feb 2020
Two-path Deep Semi-supervised Learning for Timely Fake News Detection Xishuang Dong Uboho Victor Lijun Qian 22 52 0 31 Jan 2020
Interpretable Rumor Detection in Microblogs by Attending to User Interactions Ling Min Serena Khoo Hai Leong Chieu Zhong Qian Jing Jiang 9 196 0 29 Jan 2020
Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository Enyan Dai Yiwei Sun Suhang Wang 75 112 0 27 Jan 2020
Artificial Intelligence for Social Good: A Survey Zheyuan Ryan Shi Claire Wang Fei Fang AI4TS 37 81 0 07 Jan 2020
Sieving Fake News From Genuine: A Synopsis Shahid Alam Abdulaziz Ravshanbekov GNN 14 6 0 19 Nov 2019
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection Kai Nakamura Sharon Levy Wenjie Wang 24 122 0 10 Nov 2019
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 21 121 0 29 Oct 2019
Disinformation Detection: A review of linguistic feature selection and classification models in news veracity assessments Jill Tompkins 21 10 0 26 Oct 2019
Localization of Fake News Detection via Multitask Transfer Learning Jan Christian Blaise Cruz Julianne Agatha Tan C. Cheng 31 33 0 21 Oct 2019
A Machine Learning Analysis of the Features in Deceptive and Credible News Q. Sun 16 2 0 05 Oct 2019
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language Nguyen Vo Kyumin Lee 24 68 0 05 Oct 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection Gavin Hartnett A. Lohn Alexander P. Sedlack 33 46 0 04 Oct 2019
Automatic Fact-guided Sentence Modification Darsh J. Shah Tal Schuster Regina Barzilay KELM 21 40 0 30 Sep 2019
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation Lianwei Wu Y. Rao Ambreen Nazir Haolin Jin AAML 37 27 0 16 Sep 2019
Style-aware Neural Model with Application in Authorship Attribution Fereshteh Jafariakinabad K. Hua 30 21 0 12 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 185 166 0 09 Sep 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 35 250 0 07 Sep 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection Lianwei Wu Y. Rao Haolin Jin Ambreen Nazir Ling Sun FedML MoE 14 57 0 04 Sep 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 29 12 0 31 Aug 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 32 126 0 26 Aug 2019
XFake: Explainable Fake News Detector with Visualizations Fan Yang Shiva K. Pentyala Sina Mohseni Mengnan Du Hao Yuan Rhema Linder Eric D. Ragan Shuiwang Ji Xia Hu 21 118 0 08 Jul 2019
Deep Two-path Semi-supervised Learning for Fake News Detection Xishuang Dong Uboho Victor Shanta Chowdhury Lijun Qian 51 26 0 10 Jun 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 22 525 0 10 Jun 2019
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Sihao Chen Daniel Khashabi Wenpeng Yin Chris Callison-Burch Dan Roth 19 120 0 08 Jun 2019
FAKTA: An Automatic End-to-End Fact Checking System Moin Nadeem Wei Fang Brian Xu Mitra Mohtarami James R. Glass HILM KELM HAI 24 46 0 07 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 62 1,006 0 29 May 2019
A Benchmark Study of Machine Learning Models for Online Fake News Detection Junaed Younus Khan Md. Tawkat Islam Khondaker Sadia Afroz Gias Uddin Anindya Iqbal 30 75 0 12 May 2019
Fake News Early Detection: An Interdisciplinary Study Xinyi Zhou Atishay Jain V. Phoha R. Zafarani 24 206 0 26 Apr 2019
Rumour Detection via News Propagation Dynamics and User Representation Learning T. Do Xiao Luo Duc Minh Nguyen Nikos Deligiannis 19 13 0 18 Apr 2019
Human-Misinformation interaction: Understanding the interdisciplinary approach needed to computationally combat false information Alireza Karduni 22 15 0 17 Mar 2019
Learning Hierarchical Discourse-level Structure for Fake News Detection Hamid Karimi Jiliang Tang 19 127 0 27 Feb 2019
Syntactic Recurrent Neural Network for Authorship Attribution Fereshteh Jafariakinabad Sansiri Tarnpradab K. Hua BDL 21 24 0 26 Feb 2019
Identifying Fake News from Twitter Sharing Data: A Large-Scale Study Rakshit Agrawal Luca de Alfaro Gabriele Ballarin Stefano Moret M. D. Pierro E. Tacchini M. L. D. Vedova GNN 16 3 0 10 Feb 2019
Combating Fake News: A Survey on Identification and Mitigation Techniques Karishma Sharma Feng Qian He Jiang Natali Ruchansky Ming Zhang Yan Liu 43 295 0 18 Jan 2019
Fake News Detection via NLP is Vulnerable to Adversarial Attacks Zhixuan Zhou Huankang Guan Meghana Moorthy Bhat Justin Hsu 20 104 0 05 Jan 2019
MMM: May I Mine Your Mind? Diego Sempreboni Luca Vigano 11 2 0 13 Dec 2018
The Mafiascum Dataset: A Large Text Corpus for Deception Detection Bob de Ruiter George Kachergis 25 15 0 19 Nov 2018
Combining Fact Extraction and Verification with Neural Semantic Matching Networks Yixin Nie Haonan Chen Joey Tianyi Zhou FedML 28 299 0 16 Nov 2018
A Deep Ensemble Framework for Fake News Detection and Classification Arjun Roy Kingshuk Basak Asif Ekbal P. Bhattacharyya 32 70 0 12 Nov 2018
A Survey on Natural Language Processing for Fake News Detection Ray Oshikawa Jing Qian William Yang Wang GNN 19 306 0 02 Nov 2018
Suspicious News Detection Using Micro Blog Text Tsubasa Tagami Hiroki Ouchi Hiroki Asano Kazuaki Hanawa Kaori Uchiyama ... Atsushi Komiya Atsuo Fujimura H. Yanai Ryo Yamashita Akinori Machino 26 5 0 27 Oct 2018
Detecting Satire in the News with Machine Learning Andreas Stöckl 19 4 0 01 Oct 2018
Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection Lev Konstantinovskiy Oliver Price Mevan Babakar A. Zubiaga HILM 22 129 0 21 Sep 2018
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning Kashyap Popat Subhabrata Mukherjee Andrew Yates Gerhard Weikum HILM 28 300 0 17 Sep 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification Wenpeng Yin Dan Roth AAML 18 73 0 10 Aug 2018
Automated Fact Checking: Task formulations, methods and future directions James Thorne Andreas Vlachos 27 278 0 20 Jun 2018
All-in-one: Multi-task Learning for Rumour Verification E. Kochkina Maria Liakata A. Zubiaga 23 225 0 10 Jun 2018
TI-CNN: Convolutional Neural Networks for Fake News Detection Yang Yang Lei Zheng Jiawei Zhang Qingcai Cui Zhoujun Li Philip S. Yu 33 233 0 03 Jun 2018