| Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks | Oct 16, 2023 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs | Aug 6, 2024 | Fact Checking | CodeCode Available | 1 | 5 |
| Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation | Sep 15, 2023 | Explanation GenerationFact Checking | CodeCode Available | 1 | 5 |
| Belief in the Machine: Investigating Epistemological Blind Spots of Language Models | Oct 28, 2024 | Epistemic ReasoningFact Checking | CodeCode Available | 1 | 5 |
| QuTI! Quantifying Text-Image Consistency in Multimodal Documents | Apr 28, 2021 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Benchmarking the Generation of Fact Checking Explanations | Aug 29, 2023 | Abstractive Text SummarizationArticles | CodeCode Available | 1 | 5 |
| Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset | Jun 5, 2023 | Fact Checking | CodeCode Available | 1 | 5 |
| Reasoning over Public and Private Data in Retrieval-Based Systems | Mar 14, 2022 | Fact CheckingInformation Retrieval | CodeCode Available | 1 | 5 |
| A Survey on Automated Fact-Checking | Aug 26, 2021 | Fact CheckingMisinformation | CodeCode Available | 1 | 5 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Evidence-based Factual Error Correction | Dec 31, 2020 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| CheckThat! at CLEF 2020: Enabling the Automatic Identification and Verification of Claims in Social Media | Jan 21, 2020 | Fact CheckingTask 2 | CodeCode Available | 1 | 5 |
| Fact-checking information from large language models can decrease headline discernment | Aug 21, 2023 | Fact CheckingLanguage Modelling | CodeCode Available | 1 | 5 |
| Explainable Automated Fact-Checking for Public Health Claims | Oct 19, 2020 | Explanation GenerationFact Checking | CodeCode Available | 1 | 5 |
| CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge | Sep 3, 2021 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models | Feb 25, 2025 | Fact Checking | CodeCode Available | 1 | 5 |
| Fact-Checking Complex Claims with Program-Guided Reasoning | May 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 | 5 |
| Predicting Sentence-Level Factuality of News and Bias of Media Outlets | Jan 27, 2023 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Ask to Know More: Generating Counterfactual Explanations for Fake Claims | Jun 10, 2022 | Articlescounterfactual | CodeCode Available | 1 | 5 |
| Factify 2: A Multimodal Fake News and Satire News Dataset | Apr 8, 2023 | ArticlesClaim Verification | CodeCode Available | 1 | 5 |
| FIRE: Fact-checking with Iterative Retrieval and Verification | Oct 17, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims | Feb 17, 2025 | BenchmarkingFact Checking | CodeCode Available | 1 | 5 |
| Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation | Oct 25, 2022 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| ChartCheck: Explainable Fact-Checking over Real-World Chart Images | Nov 13, 2023 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| X-FACT: A New Benchmark Dataset for Multilingual Fact Checking | Jun 17, 2021 | Domain GeneralizationFact Checking | CodeCode Available | 1 | 5 |
