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2026
When Imperfect Automated Fact-Checking Backfires: Social Learning in the Presence of Misinformation
Liu & Cao · arXiv · Fact-checking & verification, Platforms, policy & society2026
Fact-check? True!: Tracking Verification Requests and the Absence of Truth Verdicts across Correction Systems
Wack & Warren · arXiv · Fact-checking & verification, Platforms, policy & society2026
When Platforms Pay Users to Correct Misinformation: Revenue Incentives and Governance Capacity in Weibo Annotations
Lin et al. · arXiv · Platforms, policy & society, Datasets & evaluation2026
A misinformation playbook sharpens judgement without breeding cynicism
Guo et al. · arXiv · Psychology & interventions, Fact-checking & verification2026
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation
Huang et al. · NeurIPS 2026, Track on Evaluations and Datasets · LLMs & generative AI, Fact-checking & verification2026
AI-Enabled Human Memory Manipulation: Misleading AI-Generated Summaries Distort Human Memory
Sim et al. · arXiv · LLMs & generative AI, Psychology & interventions2026
To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech
Mazumder et al. · arXiv · Fact-checking & verification, LLMs & generative AI2026
SoK: Formal Methods for Fact-Checking and Information Integrity
Kekatos et al. · arXiv · Fact-checking & verification, LLMs & generative AI2026
Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records
Tiltack et al. · arXiv · LLMs & generative AI, Platforms, policy & society2026
A Multi-Stage Agentic Framework for Effective Counter-Narrative Generation and Refinement
Kronfeld et al. · arXiv · LLMs & generative AI, Platforms, policy & society2026
CoVer: Conflict-Aware Claim Verification
Zhang et al. · arXiv · Fact-checking & verification, Datasets & evaluation2026
Calibrating Small Language Models for Claim Check-Worthiness Detection
Amatya et al. · arXiv · LLMs & generative AI, Fact-checking & verification2026
The GenAI Catch-22: Use of Generative Artificial Intelligence in Norwegian Newsrooms During the 2025 Parliamentary Election
Reisjå & Løvtie · arXiv · LLMs & generative AI, Platforms, policy & society2026
What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
Li et al. · arXiv · Detection methods, Deepfakes & multimodal2025
A Guide to Misinformation Detection Data and Evaluation
Thibault et al. · KDD '25 — 31st ACM SIGKDD Conference on… · Datasets & evaluation, Detection methods2024
Controlled Change
Dodds · LLMs & generative AI, Platforms, policy & society2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
Wan et al. · arXiv · LLMs & generative AI, Detection methods2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances
Zhang et al. · arXiv · LLMs & generative AI, Datasets & evaluation2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
Wang et al. · arXiv · LLMs & generative AI, Fact-checking & verification2023
The Perils & Promises of Fact-checking with Large Language Models
Quelle & Bovet · arXiv · Fact-checking & verification, LLMs & generative AI2022
Atlas: Few-shot Learning with Retrieval Augmented Language Models
Izacard et al. · arXiv · LLMs & generative AI, Fact-checking & verification2022
Discovering Latent Knowledge in Language Models Without Supervision
Burns et al. · arXiv · LLMs & generative AI, Detection methods2022
NELA-GT-2022: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles
Gruppi et al. · arXiv · Datasets & evaluation, Detection methods2022
The psychological drivers of misinformation belief and its resistance to correction
Ecker et al. · Nature Reviews Psychology · Psychology & interventions, Fact-checking & verification