"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"

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Title
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 76 156 0 04 Jan 2022
Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection Xishuang Dong Lijun Qian 85 9 0 04 Jan 2022
An Adversarial Benchmark for Fake News Detection Models Lorenzo Jaime Yu Flores Sophie Hao 43 10 0 03 Jan 2022
Testing the Robustness of a BiLSTM-based Structural Story Classifier Aftab Hussain Sai Durga Prasad Nanduri Sneha Seenuvasavarathan 59 0 0 03 Jan 2022
Automated Fake News Detection using cross-checking with reliable sources Zahra Ghadiri M. Ranjbar Fakhteh Ghanbarnejad S. Raeisi GNN 41 4 0 01 Jan 2022
Does QA-based intermediate training help fine-tuning language models for text classification? Shiwei Zhang Xiuzhen Zhang 57 2 0 30 Dec 2021
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 87 15 0 13 Dec 2021
Automated Evidence Collection for Fake News Detection Mrinal Rawat Diptesh Kanojia 83 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 40 0 0 10 Dec 2021
Multimodal Fake News Detection Santiago Alonso-Bartolome Isabel Segura-Bedmar 72 67 0 09 Dec 2021
Fake News Detection Tools and Methods -- A Review Sakshini Hangloo B. Arora EgoV 66 19 0 21 Nov 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 78 2 0 09 Nov 2021
Linguistic Cues of Deception in a Multilingual April Fools' Day Context Katerina Papantoniou P. Papadakos G. Flouris Dimitris Plexousakis 41 3 0 06 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 91 38 0 05 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 251 493 0 29 Oct 2021
DialFact: A Benchmark for Fact-Checking in Dialogue Prakhar Gupta Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 67 63 0 15 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 190 29 0 15 Oct 2021
Fake News Detection in Spanish Using Deep Learning Techniques Kevin Martínez-Gallego Andrés M. Álvarez-Ortiz Julián D. Arias-Londoño SyDa 123 14 0 13 Oct 2021
CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models Minwoo Lee Seungpil Won Juae Kim Hwanhee Lee Cheoneum Park Kyomin Jung 103 30 0 30 Sep 2021
RAFT: A Real-World Few-Shot Text Classification Benchmark Neel Alex Eli Lifland Lewis Tunstall A. Thakur Pegah Maham ... Carolyn Ashurst Paul Sedille A. Carlier M. Noetel Andreas Stuhlmuller RALM 227 56 0 28 Sep 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation Adaku Uchendu Zeyu Ma Thai Le Rui Zhang Dongwon Lee DeLMO 112 127 0 27 Sep 2021
Fake News Detection: Experiments and Approaches beyond Linguistic Features Shaily Bhatt Sakshi Kalra Naman Goenka Yashvardhan Sharma 111 17 0 27 Sep 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 268 96 0 23 Sep 2021
A Second Pandemic? Analysis of Fake News About COVID-19 Vaccines in Qatar Preslav Nakov Firoj Alam Shaden Shaar Giovanni Da San Martino Yifan Zhang 78 25 0 22 Sep 2021
Transforming Fake News: Robust Generalisable News Classification Using Transformers C. Blackledge Amir Atapour-Abarghouei 67 14 0 20 Sep 2021
The Case for Claim Difficulty Assessment in Automatic Fact Checking Prakhar Singh Anubrata Das Junjie Li Matthew Lease 83 9 0 20 Sep 2021
Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language G. Ruffo Alfonso Semeraro Anastasia Giachanou Paolo Rosso 68 72 0 13 Sep 2021
Table-based Fact Verification with Salience-aware Learning Fei Wang Kexuan Sun Jay Pujara Pedro A. Szekely Muhao Chen LMTD 72 21 0 09 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 87 87 0 03 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 121 498 0 26 Aug 2021
Technological Approaches to Detecting Online Disinformation and Manipulation Ales Horak V. Baisa Ondřej Heřman 52 11 0 26 Aug 2021
Is it Fake? News Disinformation Detection on South African News Websites Harm de Wet Vukosi Marivate 23 4 0 06 Aug 2021
Fake News and Phishing Detection Using a Machine Learning Trained Expert System Benjamin Fitzpatrick X. Liang Jeremy Straub 54 8 0 04 Aug 2021
Automatic Claim Review for Climate Science via Explanation Generation Shraey Bhatia Jey Han Lau Timothy Baldwin 39 5 0 30 Jul 2021
Rating Facts under Coarse-to-fine Regimes Guojun Wu 27 0 0 13 Jul 2021
DEAP-FAKED: Knowledge Graph based Approach for Fake News Detection Mohit Mayank Shakshi Sharma Rajesh Sharma GNN 65 52 0 04 Jul 2021
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking Ashim Gupta Vivek Srikumar HILM 99 100 0 17 Jun 2021
Challenges and Considerations with Code-Mixed NLP for Multilingual Societies Vivek Srivastava M. Singh 83 5 0 15 Jun 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo Michael Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 121 188 0 10 Jun 2021
Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation Anusua Trivedi Alyssa Suhm Prathamesh Mahankal Subhiksha Mukuntharaj Meghana D. Parab Malvika Mohan Meredith Berger Arathi Sethumadhavan A. Jaiman Rahul Dodhia 117 0 0 03 Jun 2021
A Multi-Level Attention Model for Evidence-Based Fact Checking Canasai Kruengkrai Junichi Yamagishi Xin Wang GNN 52 26 0 02 Jun 2021
SOK: Fake News Outbreak 2021: Can We Stop the Viral Spread? Tanveer Khan A. Michalas Adnan Akhunzada GNN 50 16 0 22 May 2021
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 61 37 0 19 May 2021
Automatic Fake News Detection: Are Models Learning to Reason? Casper Hansen Christian B. Hansen Lucas Chaves Lima 61 13 0 17 May 2021
User Preference-aware Fake News Detection Yingtong Dou Kai Shu Congyin Xia Philip S. Yu Lichao Sun 97 258 0 25 Apr 2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages M. Glenski Ellyn Ayton Robin Cosbey Dustin L. Arendt Svitlana Volkova 73 7 0 23 Apr 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation M. Glenski Ellyn Ayton Robin Cosbey Dustin L. Arendt Svitlana Volkova AAML 44 0 0 23 Apr 2021
Hidden Biases in Unreliable News Detection Datasets Xiang Zhou Heba Elfardy Christos Christodoulopoulos Thomas Butler Joey Tianyi Zhou 44 16 0 20 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 310 185 0 18 Apr 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning Xisen Jin Bill Yuchen Lin Mohammad Rostami Xiang Ren BDL CLL 86 42 0 18 Apr 2021