Title
Fact-checking AI-generated news reports: Can LLMs catch their own lies? Jiayi Yao Haibo Sun Nianwen Xue HILM 52 0 0 24 Mar 2025
Optimizing Decomposition for Optimal Claim Verification Yining Lu Noah Ziems Hy Dang Meng-Long Jiang 56 0 0 19 Mar 2025
Evaluating open-source Large Language Models for automated fact-checking Nicoló Fontana Francesco Corso Enrico Zuccolotto Francesco Pierri HILM 57 0 0 07 Mar 2025
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang Anqi Liu Benjamin Van Durme 84 1 0 26 Feb 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking Yuxuan Liu Hongda Sun Wenya Guo Xinyan Xiao Cunli Mao Zhengtao Yu Rui Yan 63 2 0 22 Feb 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty Qing Zong Z. Wang Tianshi Zheng Xiyu Ren Y. Song 57 1 0 31 Dec 2024
A Reality Check on Context Utilisation for Retrieval-Augmented Generation Lovisa Hagström Sara Vera Marjanović Haeun Yu Arnav Arora Christina Lioma Maria Maistro Pepa Atanasova Isabelle Augenstein 75 0 0 22 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
Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 Christopher Malon LRM 27 1 0 08 Nov 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 38 1 0 08 Nov 2024
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation Farima Fatahi Bayat Lechen Zhang Sheza Munir Lu Wang HILM 39 3 0 29 Oct 2024
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models Juraj Vladika Luca Mülln Florian Matthes 23 0 0 22 Oct 2024
Loki: An Open-Source Tool for Fact Verification Haonan Li Xudong Han Hao Wang Yuxia Wang Minghan Wang Rui Xing Yilin Geng Zenan Zhai Preslav Nakov Timothy Baldwin SyDa HILM 62 3 0 02 Oct 2024
LoraMap: Harnessing the Power of LoRA Connections Hyeryun Park Jeongwon Kwak Dongsuk Jang Sumin Park Jinwook Choi MoMe 28 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 44 8 0 26 Aug 2024
Zero-shot Factual Consistency Evaluation Across Domains Raunak Agarwal HILM 34 0 0 07 Aug 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
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification Anisha Gunjal Greg Durrett HILM 44 13 0 28 Jun 2024
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs D. Yaldiz Yavuz Faruk Bakman Baturalp Buyukates Chenyang Tao Anil Ramakrishna Dimitrios Dimitriadis Jieyu Zhao Salman Avestimehr 39 2 0 17 Jun 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking Xiaokang Zhang Zijun Yao Jing Zhang Kaifeng Yun Jifan Yu Juan-Zi Li Jie Tang HILM 32 2 0 10 Apr 2024
Enhancing Security of AI-Based Code Synthesis with GitHub Copilot via Cheap and Efficient Prompt-Engineering Jakub Res I. Homoliak Martin Peresíni A. Smrčka K. Malinka P. Hanáček 29 3 0 19 Mar 2024
Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors Guanghua Li Wensheng Lu Wei Zhang Defu Lian Kezhong Lu Rui Mao Kai Shu Hao Liao HILM 14 4 0 14 Mar 2024
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification Ekaterina Fadeeva Aleksandr Rubashevskii Artem Shelmanov Sergey Petrakov Haonan Li ... Gleb Kuzmin Alexander Panchenko Timothy Baldwin Preslav Nakov Maxim Panov HILM 40 38 0 07 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 34 11 0 02 Mar 2024
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education Rui Yang Boming Yang Sixun Ouyang Tianwei She Aosong Feng Yuang Jiang Freddy Lecue Jinghui Lu Irene Z Li AI4Ed 24 5 0 22 Feb 2024
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation Keyang Xuan Li Yi Fan Yang Ruochen Wu Yi Ren Fung Heng Ji 37 11 0 19 Feb 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 50 0 0 03 Jan 2024
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 78 252 0 22 May 2023
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 235 257 0 21 Mar 2022
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 114 35 0 17 Feb 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 671 0 06 Jan 2021