Automated Fact-Checking

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  1. SAFE-MR: Evidence Sufficiency Learning for Selective Multimodal Rumor Detection

    Oct 5, 2026Shiwen NiMultimodal RobustnessSelective Prediction

  2. More Claims, Less Evidence: Bounded Verification of AI-Generated Digital Knowledge Artifacts

    Oct 4, 2026Feliks Bańka, Jarosław A. ChudziakClaim VerificationAutomated Fact-Checking

  3. Community-Driven API and AI Writer Design for Openly Scaling Community Notes

    Sep 30, 2026Brad Miller, Jay Baxter, Jiansong Chao +3Human-in-the-Loop AIAutomated Fact-Checking

  4. Multi-Channel Mitigation of Source-Trust Shortcuts in Fact-Checking RL Agents

    Sep 29, 2026Jianchang Su, Yiwei Yang, Wei ZhangAutomated Fact-CheckingLLM Reliability

  5. VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation

    Sep 28, 2026Hanxun Huang, Yutao Wu, Qizhou Wang +9LLM EvaluationFake News Detection

  6. Fair Fact-Checking: Closing the Cross-Lingual Gap in LLM Factual Judgement with RoSh

    Sep 28, 2026Muhammad Ahmad, Fatemeh Seyedin, Adrian Weller +2Multilingual Language Model EvaluationAutomated Fact-Checking

  7. OpenFC: Learning Verification Policies towards Open-Search Fact Checking

    Sep 27, 2026Xinming Wang, Kaixiang Qiu, Yansong Lin +5RL for Language Model ReasoningAutomated Fact-Checking

  8. MIC: Explaining Image-Claim Inconsistencies in AI-Generated Multimodal Misinformation

    Sep 27, 2026Ruihong Zeng, Jonathan Tonglet, Preslav Nakov +1Factual Consistency EvaluationAutomated Fact-Checking

  9. To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech

    Sep 24, 2026Debajyoti Mazumder, Mamta, Abhirama Subramanyam PenamakuriAudio-Language Model EvaluationRetrieval-Augmented Generation

  10. ARAFA: An LLM-Generated Arabic Fact-Checking Dataset

    Sep 22, 2026Christophe Khalil, Shady Elbassuoni, Rida AssafArabic NLPAutomated Fact-Checking

  11. R2VC: Modular Fact-Checking with Retrieval, Verification, and Confidence Calibration

    Sep 14, 2026Dhruv Dixit, Paritosh PandeyRetrieval-Augmented GenerationAutomated Fact-Checking

  12. Detecting and Explaining Fake News Short Videos with Multimodal Content and Real-World Evidence

    Sep 14, 2026Yifeng Luo, Yupeng Li, Ming Tang +2Fake News DetectionAutomated Fact-Checking

  13. MedSNIP: Building and Benchmarking Snippet-Level Granularity for Medical Fact Verification

    Sep 14, 2026Hasan Iqbal, Sarfraz Ahmad, Hyunjae Kim +5LLM Answer VerificationAutomated Fact-Checking

  14. Evaluating and Improving Evidence-Grounded Fact-Checking in LLMs via Multi-Round Evidence Ablation

    Sep 8, 2026Xingyu Deng, Mingzi Cao, Nikolaos Aletras +2LLM EvaluationLLM Grounding

  15. CoVer: Conflict-Aware Claim Verification

    Sep 1, 2026Shuning Zhang, Dai Shi, Bohao Chu +7Claim VerificationAutomated Fact-Checking

  16. A Multi-Branch Feature Fusion Approach for Health Misinformation Detection and Propagation

    Aug 31, 2026Mkululi Sikosana, Sean Maudsley-Barton, Oluwaseun AjaoFake News DetectionAutomated Fact-Checking

  17. ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification

    Aug 13, 2026Runze Zhao, Zixin Tang, Xiaoshuai Hao +4Automated Fact-CheckingAgentic Reasoning

  18. Don't `Well, Actually' Me Unless You Know What You're Talking About: Weak Presupposition Verification Degrades General QA Performance

    Aug 6, 2026Shenran Wang, Vered Shwartz, Hila GonenLLM EvaluationLLM Answer Verification

  19. Latent Fact-Checking: Detecting Misinformation through Activation Engineering

    Aug 5, 2026Pedro T. Barcelos, Otávio Parraga, Marcelo M. Mussi +3Fake News DetectionAutomated Fact-Checking

  20. TriQua: Reconciling Granularity and Context in Factuality Evaluation

    Aug 5, 2026Jin Liu, Steffen Thoma, Achim RettingerLLM Answer VerificationFactual Consistency Evaluation

  21. An Evidence-Grounded Retrieval-Augmented Transformer Framework for Health Misinformation Verification

    Aug 3, 2026Isah M. Bukar, Bala Mairiga Abduljalil, Bashir Saleh Maina +1Retrieval-Augmented GenerationFake News Detection

  22. When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification

    Aug 2, 2026Pritam Deka, Prabhjot SinghExplainable Artificial IntelligenceAutomated Fact-Checking

  23. HyperClaim: Fine-Grained Cross-Modal Hypergraph Reasoning for Video Misinformation Detection

    Jul 30, 2026Xiangbo Wang, Jiasheng Zhang, Xingtong Yu +2Fake News DetectionAutomated Fact-Checking

  24. Evidence-Ledger Adjudication for Claim-Evidence Traceability

    Jul 29, 2026Gengyu Chen, Yongjie Yu, Weiling WangClaim VerificationCitation Verification

  25. Novel Claim or Déjà Vu? Rethinking "Contamination-Free'' Dynamic Evaluation for Multimodal Automated Fact-Checking

    Jul 26, 2026Haorui He, Xinwen Chen, Dacheng Wen +3Benchmark ContaminationAutomated Fact-Checking

  26. GPE: Evaluating Robust Evidence Aggregation for Fact Verification under Controllable GEO-Style Poisoning

    Jul 22, 2026Zhaoqi Wang, Zijian Zhang, Xiaomei Yuan +4RAG Poisoning AttacksAutomated Fact-Checking

  27. Sparse Evidence Can Suffice: Agentic Evidence Seeking for Multimodal Video Misinformation Detection

    Jul 20, 2026Haochen Zhao, Yongxiu Xu, Xinkui Lin +6Automated Fact-CheckingMultimodal Agents

  28. DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration

    Jul 20, 2026Cong Hoan Nguyen, Thomas Hoang, Hieu Minh Duong +1LLM GroundingRL for Language Model Reasoning

  29. Evaluating Health Misinformation in Low-Resource Languages: Integrating Small Language Models with a Culturally-Sensitive Responsible NLP Framework (Bangla as a Case Study)

    Jul 14, 2026Farnaz Farid, Raihan Alam, Al Al-Areqi +5Small Language ModelsAutomated Fact-Checking