DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection

16 February 2024

Papers citing "DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection"

29 / 29 papers shown

Title
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy Rishabh Uapadhyay Marco Viviani 104 0 0 07 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 93 0 0 16 Oct 2024
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection Sungwon Park Sungwon Han Xing Xie Jae-Gil Lee Meeyoung Cha 80 1 0 17 Jun 2024
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Zhiwei Yang 54 5 0 25 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 67 18 0 13 Oct 2023
Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset Fengzhu Zeng Wei Gao 22 12 0 05 Jun 2023
Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts? Adaku Uchendu Jooyoung Lee Hua Shen Thai Le Ting-Hao 'Kenneth' Huang Dongwon Lee DeLMO 63 33 0 03 Apr 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 132 638 0 30 Jan 2023
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei Xu Alan Ritter 44 16 0 19 Dec 2022
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning Omar Shaikh Hongxin Zhang William B. Held Michael S. Bernstein Diyi Yang ReLM LRM 116 199 0 15 Dec 2022
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification Karish Grover S. Angara Md. Shad Akhtar Tanmoy Chakraborty 65 12 0 15 Sep 2022
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 89 592 0 14 Sep 2022
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation Kung-Hsiang Huang Kathleen McKeown Preslav Nakov Yejin Choi Heng Ji 95 63 0 10 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 874 12,973 0 04 Mar 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 84 702 0 16 Dec 2021
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs Peter Hase Mona T. Diab Asli Celikyilmaz Xian Li Zornitsa Kozareva Veselin Stoyanov Joey Tianyi Zhou Srini Iyer KELM LRM 69 79 0 26 Nov 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 267 310 0 27 Apr 2021
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 43 44 0 18 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 117 507 0 16 Apr 2021
The Surprising Performance of Simple Baselines for Misinformation Detection Kellin Pelrine Jacob Danovitch Reihaneh Rabbany 59 65 0 14 Apr 2021
Modeling Framing in Immigration Discourse on Social Media Julia Mendelsohn Ceren Budak David Jurgens 25 73 0 13 Apr 2021
The Role of the Crowd in Countering Misinformation: A Case Study of the COVID-19 Infodemic Nicholas Micallef Bing He Srijan Kumar M. Ahamad N. Memon 62 77 0 11 Nov 2020
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation Van-Hoang Nguyen Kazunari Sugiyama Preslav Nakov Min-Yen Kan GNN FedML 61 283 0 18 Aug 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 159 2,737 0 05 Jun 2020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media Yi-Ju Lu Cheng-Te Li GNN 102 393 0 24 Apr 2020
Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks Tian Bian Xi Xiao Tingyang Xu P. Zhao Wenbing Huang Yu Rong Junzhou Huang GNN 64 599 0 17 Jan 2020
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 101 744 0 28 Oct 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 123 1,026 0 29 May 2019
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 632 29,076 0 09 Sep 2016