"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
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 103 44 0 18 Apr 2021
The Role of Context in Detecting Previously Fact-Checked Claims Shaden Shaar Firoj Alam Giovanni Da San Martino Preslav Nakov 89 33 0 15 Apr 2021
On Unifying Misinformation Detection Nayeon Lee Belinda Z. Li Sinong Wang Pascale Fung Hao Ma Wen-tau Yih Madian Khabsa 44 25 0 12 Apr 2021
Helping People Deal With Disinformation -- A Socio-Technical Perspective Hendrik Heuer 34 0 0 09 Apr 2021
Supporting verification of news articles with automated search for semantically similar articles Vishwani Gupta Katharina Beckh Sven Giesselbach D. Wegener Tim Wirtz 54 2 0 29 Mar 2021
Graph Convolutional Network for Swahili News Classification Alexandros Kastanos Tyler Martin GNN 66 3 0 16 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 114 239 0 15 Mar 2021
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution Mingfei Guo Preslav Nakov Juntao Li Dongyan Zhao Rui Yan GNN 91 12 0 10 Mar 2021
Combat COVID-19 Infodemic Using Explainable Natural Language Processing Models Jackie Ayoub X. J. Yang Feng Zhou 110 131 0 01 Mar 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 211 136 0 27 Feb 2021
Factorization of Fact-Checks for Low Resource Indian Languages Shivangi Singhal R. Shah Ponnurangam Kumaraguru HILM 88 5 0 23 Feb 2021
Fake News Detection: a comparison between available Deep Learning techniques in vector space Lovedeep Singh 34 13 0 18 Feb 2021
Detecting Fake News Using Machine Learning : A Systematic Literature Review Alim Al Ayub Ahmed Ayman Aljabouh Praveen Kumar Donepudi M. Choi 73 91 0 08 Feb 2021
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection Nguyen Vo Kyumin Lee EgoV 75 44 0 04 Feb 2021
Self-Supervised Claim Identification for Automated Fact Checking Archita Pathak Mohammad Abuzar Shaikh Rohini Srihari SSL 51 4 0 03 Feb 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 128 51 0 15 Jan 2021
ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information Ipek Baris Zeyd Boukhers 46 9 0 14 Jan 2021
Fake News Detection System using XLNet model with Topic Distributions: CONSTRAINT@AAAI2021 Shared Task Akansha Gautam Venktesh V Sarah Masud 71 32 0 12 Jan 2021
Evaluating Deep Learning Approaches for Covid19 Fake News Detection Apurva Wani Isha Joshi Snehal Khandve Vedangi Wagh Raviraj Joshi GNN 144 111 0 11 Jan 2021
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media Omar Sharif E. Hossain M. M. Hoque 68 22 0 09 Jan 2021
Evidence-based Factual Error Correction James Thorne Andreas Vlachos KELM OffRL 96 58 0 31 Dec 2020
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification Xiangci Li Gully A. Burns Nanyun Peng MU 81 36 0 28 Dec 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 104 59 0 10 Nov 2020
Explainable Automated Fact-Checking: A Survey Neema Kotonya Francesca Toni 78 120 0 07 Nov 2020
Machine Generation and Detection of Arabic Manipulated and Fake News El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed Tariq Alhindi H. Cavusoglu DeLMO 89 53 0 05 Nov 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification Yichen Jiang Shikha Bordia Zheng Zhong Charles Dognin M. Singh Joey Tianyi Zhou 121 161 0 05 Nov 2020
Scientific Claim Verification with VERT5ERINI Ronak Pradeep Xueguang Ma Rodrigo Nogueira Jimmy J. Lin 75 63 0 22 Oct 2020
ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences Soumya Suvra Ghosal P. Deepak Anna Jurek-Loughrey 124 2 0 21 Oct 2020
"Are you home alone?" "Yes" Disclosing Security and Privacy Vulnerabilities in Alexa Skills Jane Polak Scowcroft Jiqiang Liu Sencun Zhu Xiaoyang Wang Wei Wang ELM 72 18 0 21 Oct 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 271 263 0 19 Oct 2020
A Self-supervised Representation Learning of Sentence Structure for Authorship Attribution Fereshteh Jafariakinabad K. Hua NAI SSL 83 19 0 14 Oct 2020
Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification Shyam Subramanian Kyumin Lee 68 23 0 10 Oct 2020
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News Nguyen Vo Kyumin Lee GNN 92 85 0 07 Oct 2020
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 128 45 0 06 Oct 2020
Fake News Spreader Detection on Twitter using Character N-Grams. Notebook for PAN at CLEF 2020 Inna Vogel M. Meghana 28 15 0 29 Sep 2020
Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus Inna Vogel Jeong-Eun Choi M. Meghana 24 0 0 28 Sep 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 99 43 0 10 Sep 2020
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification Bibek Upadhayay Vahid Behzadan 36 23 0 01 Sep 2020
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 160 1,161 0 30 Aug 2020
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? Kevin Roitero Michael Soprano Beatrice Portelli Damiano Spina V. D. Mea G. Serra Stefano Mizzaro Gianluca Demartini 70 41 0 13 Aug 2020
Explainable Rumor Detection using Inter and Intra-feature Attention Networks Mingxuan Chen Ning Wang K. P. Subbalakshmi 89 8 0 21 Jul 2020
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms Firoj Alam Fahim Dalvi Shaden Shaar Nadir Durrani Hamdy Mubarak ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 102 102 0 15 Jul 2020
Factuality Checking in News Headlines with Eye Tracking Christian B. Hansen Casper Hansen J. Simonsen Birger Larsen Stephen Alstrup Christina Lioma 26 8 0 17 Jun 2020
ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation Saeedreza Shehnepoor R. Togneri Wei Liu Bennamoun 65 4 0 11 Jun 2020
Misinformation Has High Perplexity Nayeon Lee Yejin Bang Andrea Madotto Pascale Fung 87 29 0 08 Jun 2020
CoAID: COVID-19 Healthcare Misinformation Dataset Limeng Cui Dongwon Lee 85 241 0 22 May 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 63 62 0 21 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 118 157 0 12 May 2020
A Deep Learning Approach for Automatic Detection of Fake News Tanik Saikh Arkadipta De Asif Ekbal P. Bhattacharyya 59 34 0 11 May 2020
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society Firoj Alam Shaden Shaar Fahim Dalvi Hassan Sajjad Alex Nikolov ... Tommaso Caselli Gijs Danoe Friso Stolk Britt Bruntink Preslav Nakov 135 160 0 30 Apr 2020