Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation

25 October 2022

Papers citing "Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation"

32 / 32 papers shown

Title
Latent Multimodal Reconstruction for Misinformation Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 39 0 0 08 Apr 2025
FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text Varich Boonsanong Vidhisha Balachandran Xiaochuang Han Shangbin Feng Lucy Lu Wang Yulia Tsvetkov 60 1 0 19 Mar 2025
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits Jabez Magomere Emanuele La Malfa Manuel Tonneau Ashkan Kazemi Scott A. Hale KELM 72 0 0 05 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 1 0 03 Mar 2025
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 77 0 0 22 Dec 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task M. Schlichtkrull Yulong Chen Chenxi Whitehouse Zhenyun Deng Mubashara Akhtar ... Christos Christodoulopoulos O. Cocarascu Arpit Mittal James Thorne Andreas Vlachos 58 7 0 31 Oct 2024
CHECKWHY: Causal Fact Verification via Argument Structure Jiasheng Si Yibo Zhao Yingjie Zhu Haiyang Zhu Wenpeng Lu Deyu Zhou CML HILM LRM 40 1 0 20 Aug 2024
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation Jonathan Tonglet Marie-Francine Moens Iryna Gurevych 47 1 0 19 Aug 2024
A Course Shared Task on Evaluating LLM Output for Clinical Questions Yufang Hou Thy Thy Tran Doan Nam Long Vu Yiwen Cao Kai Li Lukas Rohde Iryna Gurevych LM&MA ELM 27 0 0 31 Jul 2024
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection? Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 50 4 0 18 Jul 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 40 4 0 05 Jun 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 40 0 0 21 May 2024
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking Zacharias Chrysidis Stefanos-Iordanis Papadopoulos Symeon Papadopoulos P. Petrantonakis 31 8 0 29 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 27 8 0 26 Apr 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? Laura Majer Jan Snajder 39 3 0 18 Apr 2024
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification Juraj Vladika Florian Matthes 22 5 0 05 Feb 2024
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 24 9 0 16 Nov 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Zhiwei Yang 27 3 0 25 Oct 2023
Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning Peter Ebert Christensen Srishti Yadav Serge J. Belongie 17 1 0 19 Sep 2023
Scientific Fact-Checking: A Survey of Resources and Approaches Juraj Vladika Florian Matthes HILM 36 42 0 26 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web M. Schlichtkrull Zhijiang Guo Andreas Vlachos 21 64 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 32 116 0 22 May 2023
Complex Claim Verification with Evidence Retrieved in the Wild Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 22 68 0 19 May 2023
The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who M. Schlichtkrull N. Ousidhoum Andreas Vlachos 117 17 0 27 Apr 2023
Synthetic Misinformers: Generating and Combating Multimodal Misinformation Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 56 12 0 02 Mar 2023
Logically at Factify 2: A Multi-Modal Fact Checking System Based on Evidence Retrieval techniques and Transformer Encoder Architecture P. Verschuuren Jie Gao A. V. Eeden Stylianos Oikonomou Anil Bandhakavi 22 2 0 09 Jan 2023
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei-ping Xu Alan Ritter 11 14 0 19 Dec 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 192 5 0 07 Sep 2022
Logical Fallacy Detection Zhijing Jin Abhinav Lalwani Tejas Vaidhya Xiaoyu Shen Yiwen Ding Zhiheng Lyu Mrinmaya Sachan Rada Mihalcea Bernhard Schölkopf LRM 46 34 0 28 Feb 2022
AmbiFC: Fact-Checking Ambiguous Claims with Evidence Max Glockner Ieva Staliunaite James Thorne Gisela Vallejo Andreas Vlachos Iryna Gurevych 32 21 0 01 Apr 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 109 132 0 27 Feb 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 248 0 19 Oct 2020