Browse State-of-the-Art › Fact Checking › Papers, page 4
Fact Checking
Papers archive 2025-07-28
archive papers tagged: 669 · with a code link: 297 · where Syntology ran a sample: 67 (51 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (67 of 669 tagged: 51 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)
Page 4 of 7: papers 301 to 400 of 669, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Veracity: An Open-Source AI Fact-Checking System18 Jun 2025 0 repositories listed
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SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalists16 Jun 2025 0 repositories listed
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In Crowd Veritas: Leveraging Human Intelligence To Fight Misinformation10 Jun 2025 0 repositories listed
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Combating Misinformation in the Arab World: Challenges & Opportunities5 Jun 2025 0 repositories listed
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Facts are Harder Than Opinions -- A Multilingual, Comparative Analysis of LLM-Based Fact-Checking Reliability4 Jun 2025 0 repositories listed
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Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs30 May 2025 0 repositories listed
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29 May 2025 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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Community Moderation and the New Epistemology of Fact Checking on Social Media26 May 2025 0 repositories listed
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Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models24 May 2025 0 repositories listed
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From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation24 May 2025 0 repositories listed
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Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts24 May 2025 0 repositories listed
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Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection23 May 2025 0 repositories listed
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CUB: Benchmarking Context Utilisation Techniques for Language Models22 May 2025 0 repositories listed
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Improving the fact-checking performance of language models by relying on their entailment ability21 May 2025 0 repositories listed
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Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation18 May 2025 0 repositories listed
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SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval15 May 2025 0 repositories listed
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Communication Styles and Reader Preferences of LLM and Human Experts in Explaining Health Information13 May 2025 0 repositories listed
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Computational Fact-Checking of Online Discourse: Scoring scientific accuracy in climate change related news articles12 May 2025 0 repositories listed
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SciCom Wiki: Fact-Checking and FAIR Knowledge Distribution for Scientific Videos and Podcasts12 May 2025 0 repositories listed
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TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking11 May 2025 0 repositories listed
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Holmes: Automated Fact Check with Large Language Models6 May 2025 0 repositories listed
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Pushing the boundary on Natural Language Inference25 Apr 2025 0 repositories listed
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Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking24 Apr 2025 0 repositories listed
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PASS-FC: Progressive and Adaptive Search Scheme for Fact Checking of Comprehensive Claims14 Apr 2025 0 repositories listed
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OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens9 Apr 2025 0 repositories listed
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BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking3 Apr 2025 0 repositories listed
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If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs30 Mar 2025 0 repositories listed
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MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters28 Mar 2025 0 repositories listed
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Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models28 Mar 2025 0 repositories listed
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Fact-checking AI-generated news reports: Can LLMs catch their own lies?24 Mar 2025 0 repositories listed
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Can LLMs Automate Fact-Checking Article Writing?22 Mar 2025 0 repositories listed
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AIJIM: A Scalable Model for Real-Time AI in Environmental Journalism19 Mar 2025 0 repositories listed
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19 Mar 2025 0 repositories listed
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Fact-checking with Generative AI: A Systematic Cross-Topic Examination of LLMs Capacity to Detect Veracity of Political Information11 Mar 2025 0 repositories listed
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A Graph-based Verification Framework for Fact-Checking10 Mar 2025 0 repositories listed
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Artificial Intelligence in Deliberation: The AI Penalty and the Emergence of a New Deliberative Divide10 Mar 2025 0 repositories listed
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Evaluating open-source Large Language Models for automated fact-checking7 Mar 2025 0 repositories listed
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Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies2 Mar 2025 0 repositories listed
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A Causal Lens for Evaluating Faithfulness Metrics26 Feb 2025 0 repositories listed
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Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models24 Feb 2025 0 repositories listed
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GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking23 Feb 2025 0 repositories listed
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Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals22 Feb 2025 0 repositories listed
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Can Community Notes Replace Professional Fact-Checkers?19 Feb 2025 0 repositories listed
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Towards Effective Extraction and Evaluation of Factual Claims15 Feb 2025 0 repositories listed
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Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking13 Feb 2025 0 repositories listed
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Towards Automated Fact-Checking of Real-World Claims: Exploring Task Formulation and Assessment with LLMs13 Feb 2025 0 repositories listed
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Claim Extraction for Fact-Checking: Data, Models, and Automated Metrics7 Feb 2025 0 repositories listed
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Decoding AI Judgment: How LLMs Assess News Credibility and Bias6 Feb 2025 0 repositories listed
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Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation4 Feb 2025 0 repositories listed
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Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking30 Jan 2025 0 repositories listed
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Automatic Fact-Checking with Frame-Semantics23 Jan 2025 0 repositories listed
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Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition19 Jan 2025 0 repositories listed
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Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking18 Jan 2025 0 repositories listed
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Improving Factuality with Explicit Working Memory24 Dec 2024 0 repositories listed
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Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification21 Dec 2024 0 repositories listed
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Logical Consistency of Large Language Models in Fact-checking20 Dec 2024 0 repositories listed
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ViFactCheck: A New Benchmark Dataset and Methods for Multi-domain News Fact-Checking in Vietnamese19 Dec 2024 0 repositories listed
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Self-Adaptive Paraphrasing and Preference Learning for Improved Claim Verifiability16 Dec 2024 0 repositories listed
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Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers11 Dec 2024 0 repositories listed
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Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports3 Dec 2024 0 repositories listed
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Do LLMs Understand Ambiguity in Text? A Case Study in Open-world Question Answering19 Nov 2024 0 repositories listed
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Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking8 Nov 2024 0 repositories listed
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Evaluating Large Language Model Capability in Vietnamese Fact-Checking Data Generation8 Nov 2024 0 repositories listed
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Fact or Fiction? Can LLMs be Reliable Annotators for Political Truths?8 Nov 2024 0 repositories listed
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Supporting Automated Fact-checking across Topics: Similarity-driven Gradual Topic Learning for Claim Detection8 Nov 2024 0 repositories listed
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VERITAS: A Unified Approach to Reliability Evaluation5 Nov 2024 0 repositories listed
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1 Nov 2024 0 repositories listed
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Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output1 Nov 2024 0 repositories listed
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LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models31 Oct 2024 0 repositories listed
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A Debate-Driven Experiment on LLM Hallucinations and Accuracy25 Oct 2024 0 repositories listed
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ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems25 Oct 2024 0 repositories listed
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Health Misinformation in Social Networks: A Survey of IT Approaches24 Oct 2024 0 repositories listed
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ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding22 Oct 2024 0 repositories listed
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Learning to Generate and Evaluate Fact-checking Explanations with Transformers21 Oct 2024 0 repositories listed
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Augmenting the Veracity and Explanations of Complex Fact Checking via Iterative Self-Revision with LLMs19 Oct 2024 0 repositories listed
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ChronoFact: Timeline-based Temporal Fact Verification19 Oct 2024 0 repositories listed
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Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?17 Oct 2024 0 repositories listed
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Contrastive Learning to Improve Retrieval for Real-world Fact Checking7 Oct 2024 0 repositories listed
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LRQ-Fact: LLM-Generated Relevant Questions for Multimodal Fact-Checking6 Oct 2024 0 repositories listed
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How Entangled is Factuality and Deception in German?30 Sep 2024 0 repositories listed
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Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs29 Sep 2024 0 repositories listed
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LLMs Will Always Hallucinate, and We Need to Live With This9 Sep 2024 0 repositories listed
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LoraMap: Harnessing the Power of LoRA Connections29 Aug 2024 0 repositories listed
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KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment15 Aug 2024 0 repositories listed
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LiveFC: A System for Live Fact-Checking of Audio Streams14 Aug 2024 0 repositories listed
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The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations4 Aug 2024 0 repositories listed
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Cost-Effective Hallucination Detection for LLMs31 Jul 2024 0 repositories listed
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LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification26 Jul 2024 0 repositories listed
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Multimodal Misinformation Detection using Large Vision-Language Models19 Jul 2024 0 repositories listed
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African Democracy in the Era of Generative Disinformation: Challenges and Countermeasures against AI-Generated Propaganda10 Jul 2024 0 repositories listed
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Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches9 Jul 2024 0 repositories listed
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Generative Large Language Models in Automated Fact-Checking: A Survey2 Jul 2024 0 repositories listed
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Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation1 Jul 2024 0 repositories listed
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POLygraph: Polish Fake News Dataset1 Jul 2024 0 repositories listed
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How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models29 Jun 2024 0 repositories listed
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Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models26 Jun 2024 0 repositories listed
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"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models26 Jun 2024 0 repositories listed
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SparseCL: Sparse Contrastive Learning for Contradiction Retrieval15 Jun 2024 0 repositories listed
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Bag of Lies: Robustness in Continuous Pre-training BERT14 Jun 2024 0 repositories listed
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Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework5 Jun 2024 0 repositories listed
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.