| COVID-VTS: Fact Extraction and Verification on Short Video Platforms | Feb 15, 2023 | Fact CheckingFact Selection | 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 |
| Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time | Jul 1, 2024 | AUDIO-VISUAL QUESTION ANSWERING (MUSIC-AVQA-v2.0)Fact Checking | 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 |
| FIRE: Fact-checking with Iterative Retrieval and Verification | Oct 17, 2024 | Claim VerificationFact Checking | 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 |
| HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking | Sep 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 | 5 |
| Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation | Oct 25, 2022 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Ask to Know More: Generating Counterfactual Explanations for Fake Claims | Jun 10, 2022 | Articlescounterfactual | CodeCode Available | 1 | 5 |
| "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection | May 1, 2017 | Deception DetectionFact Checking | CodeCode Available | 1 | 5 |
| End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models | May 25, 2022 | ArticlesClaim Verification | CodeCode Available | 1 | 5 |
| PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training | Nov 5, 2022 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Predicting Sentence-Level Factuality of News and Bias of Media Outlets | Jan 27, 2023 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Chronocept: Instilling a Sense of Time in Machines | May 12, 2025 | Fact CheckingRAG | CodeCode Available | 1 | 5 |
| Fake News Detection on Social Media using Geometric Deep Learning | Feb 10, 2019 | Common Sense ReasoningDeep Learning | CodeCode Available | 1 | 5 |
| Fact or Fiction: Verifying Scientific Claims | Apr 30, 2020 | Claim VerificationDomain Adaptation | CodeCode Available | 1 | 5 |
| 3HAN: A Deep Neural Network for Fake News Detection | Jun 21, 2023 | Fact CheckingFake News Detection | CodeCode Available | 1 | 5 |
| Factify 2: A Multimodal Fake News and Satire News Dataset | Apr 8, 2023 | ArticlesClaim Verification | CodeCode Available | 1 | 5 |
| Evidence-based Factual Error Correction | Dec 31, 2020 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks | Oct 16, 2023 | ArticlesFact Checking | 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 |
| Attribute First, then Generate: Locally-attributable Grounded Text Generation | Mar 25, 2024 | AttributeDocument Summarization | CodeCode Available | 1 | 5 |
| BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking | Feb 22, 2025 | Fact Checking | CodeCode Available | 1 | 5 |
| Benchmarking the Generation of Fact Checking Explanations | Aug 29, 2023 | Abstractive Text SummarizationArticles | CodeCode Available | 1 | 5 |
| ChartCheck: Explainable Fact-Checking over Real-World Chart Images | Nov 13, 2023 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers | Nov 15, 2023 | Fact CheckingSentence | CodeCode Available | 1 | 5 |
| CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking | Jun 6, 2022 | Fact CheckingMisinformation | 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 |
| Complex Claim Verification with Evidence Retrieved in the Wild | May 19, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| ClimateBert: A Pretrained Language Model for Climate-Related Text | Oct 22, 2021 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| An Enhanced Fake News Detection System With Fuzzy Deep Learning | Jun 24, 2024 | Deep LearningFact Checking | CodeCode Available | 1 | 5 |
| Explainable Automated Fact-Checking: A Survey | Nov 7, 2020 | Fact CheckingSurvey | CodeCode Available | 1 | 5 |
| COVE: COntext and VEracity prediction for out-of-context images | Feb 3, 2025 | Fact CheckingMisinformation | CodeCode Available | 1 | 5 |
| CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval | Sep 5, 2022 | Cross-lingual Fact-checkingCross-Lingual Information Retrieval | CodeCode Available | 1 | 5 |
| Generating Label Cohesive and Well-Formed Adversarial Claims | Sep 17, 2020 | Fact CheckingLanguage Modeling | CodeCode Available | 1 | 5 |
| Generating Scientific Claims for Zero-Shot Scientific Fact Checking | Mar 24, 2022 | Fact CheckingNegation | CodeCode Available | 1 | 5 |
| CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge | Sep 3, 2021 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Cross-lingual COVID-19 Fake News Detection | Oct 13, 2021 | Fact CheckingFake News Detection | CodeCode Available | 1 | 5 |
| Automatic Evaluation of Attribution by Large Language Models | May 10, 2023 | Fact CheckingLanguage Modeling | CodeCode Available | 1 | 5 |
| Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables | Feb 20, 2024 | Fact CheckingGraph Neural Network | CodeCode Available | 1 | 5 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| Improving Evidence Retrieval for Automated Explainable Fact-Checking | Jun 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Interpretable Unified Language Checking | Apr 7, 2023 | Fact CheckingFairness | CodeCode Available | 1 | 5 |
| Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons | Aug 25, 2023 | Fact Checkingknowledge editing | CodeCode Available | 1 | 5 |
| Explainable Automated Fact-Checking for Public Health Claims | Oct 19, 2020 | Explanation GenerationFact Checking | CodeCode Available | 1 | 5 |
| Automatic Fake News Detection: Are Models Learning to Reason? | May 17, 2021 | Fact CheckingFake News Detection | CodeCode Available | 1 | 5 |
| Fact-Checking Complex Claims with Program-Guided Reasoning | May 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 | 5 |
| LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations | Jan 23, 2024 | counterfactualFact Checking | CodeCode Available | 1 | 5 |
| A Survey on Automated Fact-Checking | Aug 26, 2021 | Fact CheckingMisinformation | CodeCode Available | 1 | 5 |
| Evidence-based Fact-Checking of Health-related Claims | Nov 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
