FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking

1 September 2023

Papers citing "FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking"

20 / 20 papers shown

Title
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 45 0 0 29 Apr 2025
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking Yi-Ling Chung Aurora Cobo Pablo Serna SyDa HILM 63 0 0 24 Feb 2025
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification Haisong Gong Jing Li Junfei Wu Qiang Liu Shu Wu Liang Wang LRM 43 0 0 17 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 75 0 0 18 Dec 2024
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 87 1 0 13 Dec 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion Xinping Zhao Jindi Yu Zhenyu Liu Jifang Wang Dongfang Li Yibin Chen Baotian Hu Min Zhang HILM 33 0 0 14 Oct 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 25 4 0 15 Aug 2024
Multimodal Misinformation Detection using Large Vision-Language Models Sahar Tahmasebi Eric Müller-Budack Ralph Ewerth 37 4 0 19 Jul 2024
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information Zhiwei Liu Kailai Yang Qianqian Xie Christine de Kock Sophia Ananiadou Eduard Hovy 29 4 0 16 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 41 4 0 12 Jun 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 38 7 0 12 Jun 2024
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom Bo Wang Jing Ma Hongzhan Lin Zhiwei Yang Ruichao Yang Yuan Tian Yi-Ju Chang AAML 45 29 0 06 May 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 43 4 0 21 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 200 94 0 13 Mar 2024
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model Zhiwei Liu Boyang Liu Paul Thompson Kailai Yang Sophia Ananiadou 34 3 0 11 Mar 2024
Multimodal Large Language Models to Support Real-World Fact-Checking Jiahui Geng Yova Kementchedjhieva Preslav Nakov Iryna Gurevych LRM 32 11 0 06 Mar 2024
Emotion Detection for Misinformation: A Review Zhiwei Liu Tianlin Zhang Kailai Yang Paul Thompson Zeping Yu Sophia Ananiadou 20 28 0 01 Nov 2023
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 11 0 29 Sep 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 319 11,953 0 04 Mar 2022
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 248 0 19 Oct 2020