Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

30 September 2023

Papers citing "Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method"

50 / 52 papers shown

Title
Communication Styles and Reader Preferences of LLM and Human Experts in Explaining Health Information Jiawei Zhou Kritika Venkatachalam Minje Choi Koustuv Saha M. D. Choudhury 34 0 0 13 May 2025
Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking Luigia Costabile Gian Marco Orlando V. Gatta V. Moscato 41 0 0 24 Apr 2025
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection Hui Li Ante Wang kunquan li Zhihao Wang Li Zhang Delai Qiu Qingsong Liu Jinsong Su 48 0 0 30 Mar 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection Chaowei Zhang Zongling Feng Zewei Zhang Jipeng Qiang Guandong Xu Yun Li LRM 59 0 0 12 Mar 2025
Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models Han Cao Lingwei Wei Wei Zhou Songlin Hu KELM 64 0 0 11 Mar 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie Jiacheng Chen Xuefeng Zhang 39 0 0 10 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 82 1 0 03 Mar 2025
GraphCheck: Multi-Path Fact-Checking with Entity-Relationship Graphs Hyewon Jeon Jay-Yoon Lee 76 0 0 28 Feb 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning Juraj Vladika Ivana Hacajová Florian Matthes LRM 102 0 0 21 Feb 2025
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy Rishabh Uapadhyay Marco Viviani 74 0 0 07 Feb 2025
ScamGPT-J: Inside the Scammer's Mind, A Generative AI-Based Approach Toward Combating Messaging Scams Xue Wen Tan Kenneth See Stanley Kok 85 0 0 18 Dec 2024
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 93 2 0 13 Dec 2024
Can LLMs plan paths in the real world? Wanyi Chen Meng-Wen Su Nafisa Mehjabin Mary L. Cummings LLMAG LRM 114 2 0 26 Nov 2024
Gen-AI for User Safety: A Survey Akshar Prabhu Desai Tejasvi Ravi Mohammad Luqman Mohit Sharma Nithya Kota Pranjul Yadav 46 1 0 10 Nov 2024
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback Zonghai Yao Aditya Parashar Huixue Zhou Won Seok Jang Feiyun Ouyang Zhichao Yang Hong-ye Yu ELM 53 2 0 17 Oct 2024
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews Sandeep Kumar Mohit Sahu Vardhan Gacche Tirthankar Ghosal Asif Ekbal DeLMO 40 2 0 13 Oct 2024
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation Jing Yang Anderson de Rezende Rocha 52 1 0 05 Oct 2024
Self-controller: Controlling LLMs with Multi-round Step-by-step Self-awareness Xiao Peng Xufan Geng LLMAG 29 0 0 01 Oct 2024
LoraMap: Harnessing the Power of LoRA Connections Hyeryun Park Jeongwon Kwak Dongsuk Jang Sumin Park Jinwook Choi MoMe 38 0 0 29 Aug 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 54 8 0 26 Aug 2024
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs Ronit Singhal Pransh Patwa Parth Patwa Aman Chadha Amitava Das OffRL 34 7 0 22 Aug 2024
Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking Mohammad Ghiasvand Mohammadkhani Ali Ghiasvand Mohammadkhani Hamid Beigy 19 1 0 15 Aug 2024
Web Retrieval Agents for Evidence-Based Misinformation Detection Jacob-Junqi Tian Hao Yu Yury Orlovskiy Tyler Vergho Mauricio Rivera Mayank Goel Zachary Yang Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine LLMAG OffRL 45 4 0 15 Aug 2024
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models Xihe Qiu Haoyu Wang Jue Chen Chao Qu Yujie Xiong Yuan Cheng Yinghui Xu Wei Chu Yuan Qi LLMAG LM&Ro 43 0 0 17 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 43 5 0 02 Jul 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 48 2 0 14 Jun 2024
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs Xuan Zhang Chao Du Tianyu Pang Qian Liu Wei Gao Min Lin LRM AI4CE 49 38 0 13 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 61 15 0 13 Jun 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning Cheng Niu Yang Guan Yuanhao Wu Juno Zhu Juntong Song Randy Zhong Kaihua Zhu Siliang Xu Shizhe Diao Tong Zhang 49 4 0 12 Jun 2024
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Bo Wang 39 1 0 04 Jun 2024
Can We Trust LLMs? Mitigate Overconfidence Bias in LLMs through Knowledge Transfer Haoyan Yang Yixuan Wang Xingyin Xu Hanyuan Zhang Yirong Bian 46 6 0 27 May 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 48 0 0 21 May 2024
Large Language Model Agent for Fake News Detection Xinyi Li Yongfeng Zhang E. Malthouse LLMAG HILM 31 9 0 30 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 42 8 0 26 Apr 2024
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models M. A. Khaliq P. Chang M. Ma B. Pflugfelder F. Miletić LRM 30 5 0 18 Apr 2024
"I'm categorizing LLM as a productivity tool": Examining ethics of LLM use in HCI research practices Shivani Kapania Ruiyi Wang Toby Jia-Jun Li Tianshi Li Hong Shen 44 8 0 28 Mar 2024
MMIDR: Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge Distillation Longzheng Wang Xiaohan Xu Lei Zhang Jiarui Lu Yongxiu Xu Hongbo Xu Xuancheng Huang Chuang Zhang 46 4 0 21 Mar 2024
A Survey on Neural Question Generation: Methods, Applications, and Prospects Shasha Guo Lizi Liao Cuiping Li Tat-Seng Chua 34 1 0 28 Feb 2024
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models Yizhou Zhang Lun Du Defu Cao Qiang Fu Yan Liu LRM 28 7 0 08 Feb 2024
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models Kelvin J.L. Koa Yunshan Ma Ritchie Ng Tat-Seng Chua AIFin LLMAG 45 25 0 06 Feb 2024
Revisiting the Markov Property for Machine Translation Cunxiao Du Hao Zhou Zhaopeng Tu Jing Jiang 43 1 0 03 Feb 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability Afra Feyza Akyürek Ekin Akyürek Leshem Choshen Derry Wijaya Jacob Andreas HILM SyDa 59 16 0 16 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 41 15 0 16 Jan 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 26 9 0 12 Jan 2024
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 57 478 0 04 Dec 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 41 56 0 16 Oct 2023
Using Persuasive Writing Strategies to Explain and Detect Health Misinformation Danial Kamali Joseph Romain Huiyi Liu Wei Peng Jingbo Meng Parisa Kordjamshidi 29 3 0 11 Nov 2022
Varifocal Question Generation for Fact-checking N. Ousidhoum Moy Yuan Andreas Vlachos 50 24 0 22 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 275 2,575 0 06 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 27 12 0 29 Sep 2022