Generating Fact Checking Explanations

13 April 2020

Papers citing "Generating Fact Checking Explanations"

50 / 112 papers shown

Title
Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces Michael Pichat William Pogrund Paloma Pichat Judicael Poumay Armanouche Gasparian Samuel Demarchi Martin Corbet Alois Georgeon Michael Veillet-Guillem MILM 24 0 0 30 Apr 2025
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 38 0 0 29 Apr 2025
Intra-neuronal attention within language models Relationships between activation and semantics Michael Pichat William Pogrund Paloma Pichat Armanouche Gasparian Samuel Demarchi Corbet Alois Georgeon Michael Veillet-Guillem MILM 41 0 0 17 Mar 2025
LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification Siyuan Wang James R. Foulds Md Osman Gani Shimei Pan 51 0 0 11 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 69 0 0 03 Mar 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 65 0 0 25 Feb 2025
Synthetic Categorical Restructuring large Or How AIs Gradually Extract Efficient Regularities from Their Experience of the World Michael Pichat William Pogrund Paloma Pichat Armanouche Gasparian Samuel Demarchi Martin Corbet Alois Georgeon Theo Dasilva Michael Veillet-Guillem 47 2 0 25 Feb 2025
Reasoning About Persuasion: Can LLMs Enable Explainable Propaganda Detection? Maram Hasanain Md. Arid Hasan Mohamed Bayan Kmainasi Elisa Sartori Ali Ezzat Shahroor Giovanni Da San Martino Firoj Alam 38 0 0 23 Feb 2025
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 64 0 0 20 Feb 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 72 4 0 13 Feb 2025
How Do Artificial Intelligences Think? The Three Mathematico-Cognitive Factors of Categorical Segmentation Operated by Synthetic Neurons Michael Pichat William Pogrund Armanush Gasparian Paloma Pichat Samuel Demarchi Michael Veillet-Guillem 42 3 0 26 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
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents Yilun Zhao Yitao Long Yuru Jiang Chengye Wang Weiyuan Chen Hongjun Liu Yiming Zhang Xiangru Tang Chen Zhao Arman Cohan VLM 33 1 0 08 Nov 2024
Contrastive Learning to Improve Retrieval for Real-world Fact Checking Aniruddh Sriram Fangyuan Xu Eunsol Choi Greg Durrett 27 1 0 07 Oct 2024
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation Jing Yang Anderson de Rezende Rocha 42 1 0 05 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 21 0 0 04 Oct 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims Yu Fu Shunan Guo Jane Hoffswell Victor S. Bursztyn Ryan A. Rossi J. Stasko 26 2 0 16 Sep 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 41 12 0 10 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 41 8 0 09 Jul 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification Pritish Sahu Karan Sikka Ajay Divakaran MLLM LRM 66 4 0 02 Jul 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models Jaeyoung Lee Ximing Lu Jack Hessel Faeze Brahman Youngjae Yu Yonatan Bisk Yejin Choi Saadia Gabriel 36 3 0 29 Jun 2024
Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models Majid Zarharan Pascal Wullschleger Babak Behkam Kia Mohammad Taher Pilehvar Jennifer Foster LRM ELM LM&MA 26 3 0 15 May 2024
ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations Tyler Loakman Chenghua Lin 27 0 0 26 Apr 2024
Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models Bradley Paul Allen Paul T. Groth 21 3 0 25 Apr 2024
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering Xinxin Zheng Feihu Che Jinyang Wu Shuai Zhang Shuai Nie Kang Liu Jianhua Tao RALM HILM 21 3 0 24 Apr 2024
FACTOID: FACtual enTailment fOr hallucInation Detection Vipula Rawte S. M. Towhidul Krishnav Rajbangshi Shravani Nag Aman Chadha Amit P. Sheth Amitava Das HILM 31 3 0 28 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 27 1 0 01 Mar 2024
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate Kyungha Kim Sangyun Lee Kung-Hsiang Huang Hou Pong Chan Manling Li Heng Ji LRM 49 38 0 12 Feb 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 28 3 0 09 Feb 2024
MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification Xia Zeng A. Zubiaga 39 5 0 29 Jan 2024
How We Refute Claims: Automatic Fact-Checking through Flaw Identification and Explanation Wei-Yu Kao An-Zi Yen HILM 19 4 0 27 Jan 2024
Generating Zero-shot Abstractive Explanations for Rumour Verification I. Bilal Preslav Nakov Rob Procter M. Liakata 19 0 0 23 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 39 15 0 16 Jan 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 54 0 0 03 Jan 2024
Evidence-based Interpretable Open-domain Fact-checking with Large Language Models Xin Tan Bowei Zou AiTi Aw LRM HILM 18 2 0 10 Dec 2023
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 14 9 0 17 Nov 2023
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers Yuxia Wang Revanth Gangi Reddy Zain Muhammad Mujahid Arnav Arora Aleksandr Rubashevskii ... Nadav Borenstein Aditya Pillai Isabelle Augenstein Iryna Gurevych Preslav Nakov HILM 29 33 0 15 Nov 2023
Translating Legalese: Enhancing Public Understanding of Court Opinions with Legal Summarizers Elliott Ash Aniket Kesari Suresh Naidu Lena Song Dominik Stammbach ELM 19 4 0 11 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 39 718 0 09 Nov 2023
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term Yi-Li Hsu Shih-Chieh Dai Aiping Xiong Lun-Wei Ku OffRL 25 4 0 26 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 19 14 0 15 Oct 2023
Reinforcement Learning-based Knowledge Graph Reasoning for Explainable Fact-checking Gustav Nikopensius Mohit Mayank Orchid Chetia Phukan Rajesh Sharma OffRL 26 6 0 11 Oct 2023
Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions Lucie-Aimée Kaffee Arnav Arora Isabelle Augenstein 21 5 0 09 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 43 22 0 08 Oct 2023
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method Xuan Zhang Wei Gao LRM 19 79 0 30 Sep 2023
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation Aman Rangapur Haoran Wang Ling Jian Kai Shu 14 13 0 15 Sep 2023
FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking Tsun-hin Cheung K. Lam KELM HILM LRM 17 26 0 01 Sep 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 17 16 0 29 Aug 2023
"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing Sandeep Singamsetty Nishtha Madaan S. Mehta Varad Bhatnagar P. Bhattacharyya HILM 22 0 0 15 Aug 2023
XAI in Automated Fact-Checking? The Benefits Are Modest and There's No One-Explanation-Fits-All Gionnieve Lim S. Perrault 15 1 0 07 Aug 2023