DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning

17 September 2018

Papers citing "DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning"

50 / 98 papers shown

Title
CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation Mazal Bethany Nishant Vishwamitra Cho-Yu Chiang Peyman Najafirad AAML 26 0 0 03 May 2025
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 45 0 0 29 Apr 2025
LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification Siyuan Wang James R. Foulds Md Osman Gani Shimei Pan 51 0 0 11 Mar 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 75 4 0 13 Feb 2025
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 30 0 0 16 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 27 0 0 04 Oct 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims Yu Fu Shunan Guo Jane Hoffswell Victor S. Bursztyn Ryan A. Rossi J. Stasko 26 2 0 16 Sep 2024
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection Yifeng Wang Zhouhong Gu Siwei Zhang Suhang Zheng Tao Wang Tianyu Li Hongwei Feng Yanghua Xiao 34 0 0 03 Sep 2024
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments D. Papadopoulos Katerina Metropoulou N. Matsatsinis N. Papadakis LRM 25 3 0 13 Jul 2024
Search, Examine and Early-Termination: Fake News Detection with Annotation-Free Evidences Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Xinpeng Zhang 47 1 0 10 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 41 8 0 09 Jul 2024
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom Bo Wang Jing Ma Hongzhan Lin Zhiwei Yang Ruichao Yang Yuan Tian Yi-Ju Chang AAML 45 29 0 06 May 2024
Large Language Model Agent for Fake News Detection Xinyi Li Yongfeng Zhang E. Malthouse LLMAG HILM 26 9 0 30 Apr 2024
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking Zacharias Chrysidis Stefanos-Iordanis Papadopoulos Symeon Papadopoulos P. Petrantonakis 31 8 0 29 Apr 2024
Exposing Text-Image Inconsistency Using Diffusion Models Mingzhen Huang Shan Jia Zhou Zhou Yan Ju Jialing Cai Siwei Lyu 43 7 0 28 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 27 8 0 26 Apr 2024
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together Sergio Burdisso Dairazalia Sanchez-Cortes Esaú Villatoro-Tello P. Motlícek 32 5 0 15 Apr 2024
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges Yanshen Sun Jianfeng He Limeng Cui Shuo Lei Chang-Tien Lu 37 28 0 27 Mar 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 27 13 0 25 Mar 2024
Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors Guanghua Li Wensheng Lu Wei Zhang Defu Lian Kezhong Lu Rui Mao Kai Shu Hao Liao HILM 14 4 0 14 Mar 2024
Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse Joseph Gatto Madhusudan Basak Yash Srivastava Philip Bohlman S. Preum 38 1 0 05 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 29 1 0 01 Mar 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 28 3 0 09 Feb 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 39 15 0 16 Jan 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 57 0 0 03 Jan 2024
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 19 9 0 17 Nov 2023
QA-NatVer: Question Answering for Natural Logic-based Fact Verification Rami Aly Marek Strong Andreas Vlachos 29 6 0 22 Oct 2023
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong Chenglei Si Navita Goyal Sherry Tongshuang Wu Chen Zhao Shi Feng Hal Daumé Jordan L. Boyd-Graber LRM 41 39 0 19 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 43 22 0 08 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 27 6 0 08 Oct 2023
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method Xuan Zhang Wei Gao LRM 19 79 0 30 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 31 81 0 21 Sep 2023
FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking Tsun-hin Cheung K. Lam KELM HILM LRM 17 26 0 01 Sep 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 19 16 0 29 Aug 2023
"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing Sandeep Singamsetty Nishtha Madaan S. Mehta Varad Bhatnagar P. Bhattacharyya HILM 22 0 0 15 Aug 2023
Complex Claim Verification with Evidence Retrieved in the Wild Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 22 68 0 19 May 2023
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification Jiasheng Si Yingjie Zhu Deyu Zhou AAML 46 3 0 16 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 25 11 0 25 Apr 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 19 61 0 08 Jan 2023
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning Jiasheng Si Yingjie Zhu Deyu Zhou 29 12 0 02 Dec 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 34 18 0 11 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 25 11 0 29 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 192 5 0 07 Sep 2022
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource Language Sangdo Han 11 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 27 31 0 20 Aug 2022
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction Martin Fajcik P. Motlícek Pavel Smrz 31 18 0 28 Jul 2022
Memory-Guided Multi-View Multi-Domain Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Qiong Nan Kai Shu Ming-hui Wu Jindong Wang Fuzhen Zhuang 24 74 0 26 Jun 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 36 60 0 14 May 2022
CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets I. Mohr Amelie Wuhrl Roman Klinger OffRL 13 25 0 26 Apr 2022