Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection

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Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection

12 July 2024

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Papers citing "Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection"

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Title
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation Kung-Hsiang Huang Kathleen McKeown Preslav Nakov Yejin Choi Heng Ji 100 63 0 10 Mar 2022
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 60 156 0 04 Jan 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 86 707 0 16 Dec 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 137 1,550 0 18 Mar 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 385 1,387 0 17 Jan 2021
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 161 2,737 0 05 Jun 2020
Improving Generalizability of Fake News Detection Methods using Propensity Score Matching Bo Ni Zhichun Guo Jianing Li Meng Jiang 56 12 0 28 Jan 2020
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 166 837 0 01 Nov 2019
Fake News Detection on Social Media: A Data Mining Perspective Kai Shu A. Sliva Suhang Wang Jiliang Tang Huan Liu GNN EgoV 87 2,781 0 07 Aug 2017
This Just In: Fake News Packs a Lot in Title, Uses Simpler, Repetitive Content in Text Body, More Similar to Satire than Real News Benjamin D. Horne Sibel Adali GNN 55 587 0 28 Mar 2017