Fact-Checking Complex Claims with Program-Guided Reasoning

22 May 2023

Papers citing "Fact-Checking Complex Claims with Program-Guided Reasoning"

50 / 91 papers shown

Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 72 1 0 05 May 2025
Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking Luigia Costabile Gian Marco Orlando V. Gatta V. Moscato 36 0 0 24 Apr 2025
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs Yingming Zheng Xiaoliang Liu Peng Wu Li Pan LRM 26 0 0 21 Apr 2025
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking Qisheng Hu Quanyu Long Wenya Wang LRM 49 0 0 03 Apr 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie J. Chen Xuefeng Zhang 33 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 66 0 0 03 Mar 2025
An Empirical Analysis of LLMs for Countering Misinformation A. Proma Neeley Pate James Druckman Gourab Ghoshal Hangfeng He Ehsan Hoque 39 0 0 28 Feb 2025
GraphCheck: Multi-Path Fact-Checking with Entity-Relationship Graphs Hyewon Jeon Jay-Yoon Lee 72 0 0 28 Feb 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 63 0 0 25 Feb 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning Juraj Vladika Ivana Hacajová Florian Matthes LRM 90 0 0 21 Feb 2025
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification Haisong Gong Jing Li Junfei Wu Qiang Liu Shu Wu Liang Wang LRM 41 0 0 17 Feb 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 70 4 0 13 Feb 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 59 0 0 09 Feb 2025
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy Rishabh Uapadhyay Marco Viviani 67 0 0 07 Feb 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 39 0 0 19 Jan 2025
The FACTS Grounding Leaderboard: Benchmarking LLMs' Ability to Ground Responses to Long-Form Input Alon Jacovi Andrew Wang Chris Alberti Connie Tao Jon Lipovetz ... Rachana Fellinger Rui Wang Zizhao Zhang Sasha Goldshtein Dipanjan Das HILM ALM 82 12 0 06 Jan 2025
AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge Xiaobao Wu Liangming Pan Yuxi Xie Ruiwen Zhou Shuai Zhao Yubo Ma Mingzhe Du Rui Mao Anh Tuan Luu William Yang Wang 104 9 0 18 Dec 2024
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 83 1 0 13 Dec 2024
FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models Alice Heiman Xiaoman Zhang E. Chen Sung Eun Kim Pranav Rajpurkar HILM MedIm 77 0 0 27 Nov 2024
Curriculum Demonstration Selection for In-Context Learning Duc Anh Vu Nguyen Tran Cong Duy Xiaobao Wu Hoang Minh Nhat Du Mingzhe Nguyen Thanh Thong Anh Tuan Luu 67 0 0 27 Nov 2024
ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification Son T. Luu Hiep Nguyen Trung Vo Le-Minh Nguyen 28 0 0 18 Nov 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 38 1 0 08 Nov 2024
Are LLMs Good Zero-Shot Fallacy Classifiers? Fengjun Pan Xiaobao Wu Zongrui Li Anh Tuan Luu LRM 40 9 0 19 Oct 2024
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? Qisheng Hu Quanyu Long Wenya Wang 66 4 0 17 Oct 2024
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation Chu Fei Luo Radin Shayanfar R. Bhambhoria Samuel Dahan Xiaodan Zhu AILaw 26 0 0 04 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 16 0 0 04 Oct 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 44 8 0 26 Aug 2024
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation Jonathan Tonglet Marie-Francine Moens Iryna Gurevych 35 1 0 19 Aug 2024
CoverBench: A Challenging Benchmark for Complex Claim Verification Alon Jacovi Moran Ambar Eyal Ben-David Uri Shaham Amir Feder Mor Geva Dror Marcus Avi Caciularu LMTD 45 3 0 06 Aug 2024
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications Rivik Setty Vinay Setty 43 4 0 31 Jul 2024
Robust Claim Verification Through Fact Detection Nazanin Jafari James Allan 26 1 0 25 Jul 2024
Navigating the Noisy Crowd: Finding Key Information for Claim Verification Haisong Gong Huanhuan Ma Qiang Liu Shu Wu Liang Wang 29 1 0 17 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 31 8 0 09 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 29 18 0 08 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marián Simko HILM 38 5 0 02 Jul 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 58 3 0 17 Jun 2024
Analyzing Large Language Models for Classroom Discussion Assessment Nhat Tran Benjamin Pierce Diane Litman Richard Correnti L. Matsumura 27 1 0 12 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 29 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 32 1 0 04 Jun 2024
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm Xiaobao Wu Thong Nguyen Delvin Ce Zhang William Yang Wang A. Luu 25 4 0 28 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen A. Luu 41 13 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 78 0 28 May 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 35 0 0 21 May 2024
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source Hung Tuan Le Long Truong To Manh Trong Nguyen Kiet Van Nguyen 24 3 0 13 May 2024
Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models Milena Pustet Elisabeth Steffen Helena Mihaljević 34 3 0 27 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
Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng Zeqi Tan Wei Xue Weiming Lu LRM 21 2 0 22 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 17 5 0 18 Apr 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 27 12 0 25 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 Minghao Tang Chuang Zhang 30 4 0 21 Mar 2024