XFake: Explainable Fake News Detector with Visualizations

8 July 2019

Fan Yang

Papers citing "XFake: Explainable Fake News Detector with Visualizations"

40 / 40 papers shown

Title
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 47 0 0 29 Apr 2025
Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview A. Chaddad Yan Hu Yihang Wu Binbin Wen R. Kateb 58 6 0 11 Mar 2025
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution Qiang Ding Lvzhou Luo Yixuan Cao Ping Luo 87 0 0 16 Dec 2024
Robust Claim Verification Through Fact Detection Nazanin Jafari James Allan 47 1 0 25 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 49 8 0 09 Jul 2024
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network Abubakar Isah I. Aliyu Jaechan Shim Hoyong Ryu Jinsul Kim 35 0 0 06 Jun 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 49 29 0 06 May 2024
What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks Kacper Sokol Julia E. Vogt 37 11 0 19 Mar 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 41 15 0 16 Jan 2024
Evidence-based Interpretable Open-domain Fact-checking with Large Language Models Xin Tan Bowei Zou AiTi Aw LRM HILM 39 2 0 10 Dec 2023
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 26 9 0 17 Nov 2023
COVIDFakeExplainer: An Explainable Machine Learning based Web Application for Detecting COVID-19 Fake News Dylan Warman Muhammad Ashad Kabir 28 1 0 21 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 32 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 21 79 0 30 Sep 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 27 17 0 29 Aug 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 52 116 0 22 May 2023
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification Jiasheng Si Yingjie Zhu Deyu Zhou AAML 52 3 0 16 May 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 34 8 0 21 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 34 61 0 08 Jan 2023
Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning Jiasheng Si Yingjie Zhu Deyu Zhou 39 12 0 02 Dec 2022
A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective Yu Zhao Huaming Du Qing Li Fuzhen Zhuang Ji Liu Gang Kou Gang Kou 30 1 0 28 Nov 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 27 11 0 29 Sep 2022
Towards Smart Fake News Detection Through Explainable AI B. AthiraA S. D. M. Kumar A. Chacko 11 1 0 23 Jul 2022
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs Thanh Tam Nguyen Thanh Cong Phan Minh Hieu Nguyen Matthias Weidlich Hongzhi Yin Jun Jo Quoc Viet Hung Nguyen MLAU 20 17 0 17 Jul 2022
FlowX: Towards Explainable Graph Neural Networks via Message Flows Shurui Gui Hao Yuan Jie Wang Qicheng Lao Kang Li Shuiwang Ji 38 12 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
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 29 460 0 26 Aug 2021
Challenges and Considerations with Code-Mixed NLP for Multilingual Societies Vivek Srivastava M. Singh 22 5 0 15 Jun 2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages M. Glenski Ellyn Ayton Robin Cosbey Dustin L. Arendt Svitlana Volkova 37 7 0 23 Apr 2021
On Explainability of Graph Neural Networks via Subgraph Explorations Hao Yuan Haiyang Yu Jie Wang Kang Li Shuiwang Ji FAtt 37 380 0 09 Feb 2021
Cross-Domain Learning for Classifying Propaganda in Online Contents Liqiang Wang Xiaoyu Shen Gerard de Melo Gerhard Weikum 19 10 0 13 Nov 2020
Explainable Automated Fact-Checking: A Survey Neema Kotonya Francesca Toni 8 113 0 07 Nov 2020
Machine Learning Explanations to Prevent Overtrust in Fake News Detection Sina Mohseni Fan Yang Shiva K. Pentyala Mengnan Du Yi Liu Nic Lupfer Xia Hu Shuiwang Ji Eric D. Ragan 21 41 0 24 Jul 2020
Explainable Rumor Detection using Inter and Intra-feature Attention Networks Mingxuan Chen Ning Wang K. P. Subbalakshmi 19 8 0 21 Jul 2020
iCapsNets: Towards Interpretable Capsule Networks for Text Classification Zhengyang Wang Xia Hu Shuiwang Ji 19 11 0 16 May 2020
Adversarial Attacks and Defenses: An Interpretation Perspective Ninghao Liu Mengnan Du Ruocheng Guo Huan Liu Xia Hu AAML 31 8 0 23 Apr 2020
Adaptive Interaction Fusion Networks for Fake News Detection Lianwei Wu Y. Rao 14 33 0 21 Apr 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 36 189 0 13 Apr 2020
A Kernel of Truth: Determining Rumor Veracity on Twitter by Diffusion Pattern Alone Nir Rosenfeld Aron Szanto David C. Parkes 8 59 0 28 Jan 2020
Fake News Early Detection: An Interdisciplinary Study Xinyi Zhou Atishay Jain V. Phoha R. Zafarani 22 206 0 26 Apr 2019