Scientific Fact-Checking: A Survey of Resources and Approaches

26 May 2023

Papers citing "Scientific Fact-Checking: A Survey of Resources and Approaches"

39 / 39 papers shown

Title
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis Raúl Ortega José Manuel Gómez-Pérez 70 1 0 24 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 82 1 0 03 Mar 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning Juraj Vladika Ivana Hacajová Florian Matthes LRM 99 0 0 21 Feb 2025
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records Yeonsu Kwon Jiho Kim Gyubok Lee Seongsu Bae Daeun Kyung Wonchul Cha Tom Pollard Alistair E. W. Johnson Edward Choi 43 0 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 82 1 0 22 Dec 2024
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models Juraj Vladika Luca Mülln Florian Matthes 30 0 0 22 Oct 2024
How Entangled is Factuality and Deception in German? Aswathy Velutharambath Amelie Wuhrl Roman Klinger HILM 26 0 0 30 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 54 8 0 26 Aug 2024
Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language Arief Purnama Muharram Ayu Purwarianti 44 2 0 22 Aug 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking Ting-Chih Chen Chia-Wei Tang Chris Thomas 52 3 0 18 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 49 8 0 09 Jul 2024
Multi-Layer Ranking with Large Language Models for News Source Recommendation Wenjia Zhang Lin Gui Rob Procter Yulan He 42 3 0 17 Jun 2024
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering Juraj Vladika Phillip Schneider Florian Matthes 43 1 0 09 Jun 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 40 4 0 05 Jun 2024
DocReLM: Mastering Document Retrieval with Language Model Gengchen Wei Xinle Pang Tianning Zhang Yu Sun Xun Qian Chen Lin Han-Sen Zhong Wanli Ouyang RALM 43 0 0 19 May 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval Juraj Vladika Florian Matthes RALM 28 5 0 12 Apr 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 40 13 0 25 Mar 2024
Can Factual Statements be Deceptive? The DeFaBel Corpus of Belief-based Deception Aswathy Velutharambath Amelie Wuhrl Roman Klinger 32 4 0 15 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 29 1 0 01 Mar 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 44 8 0 22 Feb 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning Loïc Rakotoson S. Massip F. Laleye 41 0 0 21 Feb 2024
Understanding Fine-grained Distortions in Reports of Scientific Findings Amelie Wuhrl Dustin Wright Roman Klinger Isabelle Augenstein 35 3 0 19 Feb 2024
Artificial Intelligence for Literature Reviews: Opportunities and Challenges Francisco Bolanos Angelo Salatino Francesco Osborne Enrico Motta 26 46 0 13 Feb 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 36 3 0 09 Feb 2024
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification Juraj Vladika Florian Matthes 33 5 0 05 Feb 2024
What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification Amelie Wuhrl Yarik Menchaca Resendiz Lara Grimminger Roman Klinger 40 7 0 02 Feb 2024
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs Juraj Vladika Alexander Fichtl Florian Matthes KELM 30 1 0 21 Dec 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lio Bo Dai HILM 38 2 0 28 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 41 159 0 25 Sep 2023
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking Juraj Vladika Phillip Schneider Florian Matthes 24 11 0 15 Sep 2023
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences S. Koneru Jian Wu Sarah Rajtmajer 29 9 0 07 Sep 2023
Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons Yuheng Chen Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM 38 42 0 25 Aug 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 46 25 0 22 May 2023
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 72 58 0 30 Sep 2022
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 189 95 0 23 Sep 2021
Claim Detection in Biomedical Twitter Posts Amelie Wuhrl Roman Klinger 43 29 0 23 Apr 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 111 133 0 27 Feb 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 251 0 19 Oct 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 243 831 0 13 Sep 2019