| Automatic Fake News Detection: Are Models Learning to Reason? | May 17, 2021 | Fact CheckingFake News Detection | CodeCode Available | 1 |
| AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset | May 7, 2021 | ArticlesDialect Identification | CodeCode Available | 1 |
| QuTI! Quantifying Text-Image Consistency in Multimodal Documents | Apr 28, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| User Preference-aware Fake News Detection | Apr 25, 2021 | Fact CheckingFake News Detection | CodeCode Available | 1 |
| Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines | Apr 18, 2021 | Fact CheckingLanguage Modelling | CodeCode Available | 1 |
| Editing Factual Knowledge in Language Models | Apr 16, 2021 | Fact CheckingMeta-Learning | CodeCode Available | 1 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
| Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence | Mar 15, 2021 | Adversarial Natural Language InferenceFact Checking | CodeCode Available | 1 |
| Evidence-based Factual Error Correction | Dec 31, 2020 | Fact CheckingFact Verification | CodeCode Available | 1 |
| Explainable Automated Fact-Checking: A Survey | Nov 7, 2020 | Fact CheckingSurvey | CodeCode Available | 1 |
| Explainable Automated Fact-Checking for Public Health Claims | Oct 19, 2020 | Explanation GenerationFact Checking | CodeCode Available | 1 |
| Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News | Oct 7, 2020 | ArticlesFact Checking | CodeCode Available | 1 |
| Generating Label Cohesive and Well-Formed Adversarial Claims | Sep 17, 2020 | Fact CheckingLanguage Modeling | CodeCode Available | 1 |
| Team Alex at CLEF CheckThat! 2020: Identifying Check-Worthy Tweets With Transformer Models | Sep 7, 2020 | Fact CheckingMisinformation | CodeCode Available | 1 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 |
| Graph Neural Networks with Continual Learning for Fake News Detection from Social Media | Jul 7, 2020 | Continual LearningFact Checking | CodeCode Available | 1 |
| That is a Known Lie: Detecting Previously Fact-Checked Claims | May 12, 2020 | Fact CheckingLearning-To-Rank | CodeCode Available | 1 |
| Fact or Fiction: Verifying Scientific Claims | Apr 30, 2020 | Claim VerificationDomain Adaptation | CodeCode Available | 1 |
| Claim Check-Worthiness Detection as Positive Unlabelled Learning | Mar 5, 2020 | Fact CheckingRumour Detection | CodeCode Available | 1 |
| CheckThat! at CLEF 2020: Enabling the Automatic Identification and Verification of Claims in Social Media | Jan 21, 2020 | Fact CheckingTask 2 | CodeCode Available | 1 |
| Evaluating the Factual Consistency of Abstractive Text Summarization | Oct 28, 2019 | Abstractive Text SummarizationFact Checking | CodeCode Available | 1 |
| Fake News Detection on Social Media using Geometric Deep Learning | Feb 10, 2019 | Common Sense ReasoningDeep Learning | CodeCode Available | 1 |
| Predicting Factuality of Reporting and Bias of News Media Sources | Oct 2, 2018 | ArticlesFact Checking | CodeCode Available | 1 |
| ``Liar, Liar Pants on Fire'': A New Benchmark Dataset for Fake News Detection | Jul 1, 2017 | Deception DetectionFact Checking | CodeCode Available | 1 |
| "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection | May 1, 2017 | Deception DetectionFact Checking | CodeCode Available | 1 |
| PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants | Jul 21, 2025 | Fact Checking | —Unverified | 0 |
| DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification | Jul 8, 2025 | ARCArithmetic Reasoning | CodeCode Available | 0 |
| Recon, Answer, Verify: Agents in Search of Truth | Jul 4, 2025 | Fact Checking | —Unverified | 0 |
| Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine | Jun 25, 2025 | Fact CheckingNavigate | CodeCode Available | 0 |
| The Next Phase of Scientific Fact-Checking: Advanced Evidence Retrieval from Complex Structured Academic Papers | Jun 25, 2025 | Fact CheckingRetrieval | —Unverified | 0 |
| Veracity: An Open-Source AI Fact-Checking System | Jun 18, 2025 | Fact CheckingMisinformation | —Unverified | 0 |
| SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalists | Jun 16, 2025 | Fact CheckingTAG | —Unverified | 0 |
| RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking | Jun 14, 2025 | Explanation GenerationFact Checking | CodeCode Available | 0 |
| ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts | Jun 10, 2025 | Fact CheckingFact Verification | CodeCode Available | 0 |
| In Crowd Veritas: Leveraging Human Intelligence To Fight Misinformation | Jun 10, 2025 | Fact CheckingMisinformation | —Unverified | 0 |
| SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing | Jun 5, 2025 | Fact CheckingMisinformation | CodeCode Available | 0 |
| Combating Misinformation in the Arab World: Challenges & Opportunities | Jun 5, 2025 | DiversityFact Checking | —Unverified | 0 |
| Facts are Harder Than Opinions -- A Multilingual, Comparative Analysis of LLM-Based Fact-Checking Reliability | Jun 4, 2025 | DiversityFact Checking | —Unverified | 0 |
| Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs | May 30, 2025 | Fact CheckingHallucination | —Unverified | 0 |
| Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation | May 29, 2025 | Claim VerificationEntity Disambiguation | —Unverified | 0 |
| Community Moderation and the New Epistemology of Fact Checking on Social Media | May 26, 2025 | Fact CheckingMisinformation | —Unverified | 0 |
| Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models | May 24, 2025 | Binary ClassificationEthics | —Unverified | 0 |
| Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts | May 24, 2025 | Fact CheckingHate Speech Detection | —Unverified | 0 |
| From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation | May 24, 2025 | ArticlesBenchmarking | —Unverified | 0 |
| Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection | May 23, 2025 | Fact CheckingHallucination | —Unverified | 0 |
| Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs | May 23, 2025 | Fact CheckingRAG | CodeCode Available | 0 |
| CUB: Benchmarking Context Utilisation Techniques for Language Models | May 22, 2025 | BenchmarkingFact Checking | —Unverified | 0 |
| EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions | May 22, 2025 | Claim VerificationFact Checking | CodeCode Available | 0 |
| UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking | May 21, 2025 | BenchmarkingClaim Verification | CodeCode Available | 0 |
| Improving the fact-checking performance of language models by relying on their entailment ability | May 21, 2025 | Fact CheckingFact Verification | —Unverified | 0 |
