Generative Large Language Models in Automated Fact-Checking: A Survey

2 July 2024

Simon Ostermann

Papers citing "Generative Large Language Models in Automated Fact-Checking: A Survey"

35 / 35 papers shown

Title
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 187 6 0 13 Dec 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 96 3 0 09 Feb 2024
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs Eun Cheol Choi Emilio Ferrara HILM 79 26 0 08 Feb 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 90 20 0 16 Jan 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 91 9 0 12 Jan 2024
Language Models Hallucinate, but May Excel at Fact Verification Jian Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 86 32 0 23 Oct 2023
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification Huanhuan Ma Weizhi Xu Yifan Wei Liuji Chen Liang Wang Qiang Liu Shu Wu Liang Wang 61 18 0 15 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 70 18 0 13 Oct 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 180 315 0 17 Aug 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web Michael Schlichtkrull Zhijiang Guo Andreas Vlachos 84 75 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu Anh Tuan Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 81 136 0 22 May 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 85 9 0 21 Jan 2023
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 436 2,955 0 06 Oct 2022
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 60 155 0 04 Jan 2022
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 241 96 0 23 Sep 2021
Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News Preslav Nakov Giovanni Da San Martino Tamer Elsayed Alberto Barrón-Cedeño Rubén Míguez ... Gautam Kishore Shahi Julia Maria Struß Thomas Mandl Mucahid Kutlu Yavuz Selim Kartal 102 92 0 23 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 92 495 0 26 Aug 2021
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking Ashim Gupta Vivek Srikumar HILM 75 100 0 17 Jun 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic Arkadiy Saakyan Tuhin Chakrabarty Smaranda Muresan HILM 48 120 0 07 Jun 2021
Fool Me Twice: Entailment from Wikipedia Gamification Julian Martin Eisenschlos Bhuwan Dhingra Jannis Bulian Benjamin Borschinger Jordan L. Boyd-Graber 78 48 0 10 Apr 2021
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 79 205 0 01 Dec 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification Yichen Jiang Shikha Bordia Zheng Zhong Charles Dognin M. Singh Joey Tianyi Zhou 85 159 0 05 Nov 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 259 261 0 19 Oct 2020
ArCOV19-Rumors: Arabic COVID-19 Twitter Dataset for Misinformation Detection Fatima Haouari Maram Hasanain Reem Suwaileh Tamer Elsayed 77 63 0 17 Oct 2020
Connecting the Dots Between Fact Verification and Fake News Detection Qifei Li Wangchunshu Zhou 37 28 0 11 Oct 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 77 43 0 10 Sep 2020
CoAID: COVID-19 Healthcare Misinformation Dataset Limeng Cui Dongwon Lee 45 241 0 22 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 92 157 0 12 May 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 144 459 0 30 Apr 2020
A Benchmark Dataset of Check-worthy Factual Claims Fatma Arslan Naeemul Hassan Chengkai Li Mark Tremayne HILM 68 66 0 29 Apr 2020
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 106 514 0 05 Sep 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 95 211 0 14 Aug 2019
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 159 1,666 0 14 Mar 2018
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 103 1,364 0 01 May 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 151 2,744 0 28 Nov 2016