| Claim Check-Worthiness Detection as Positive Unlabelled Learning | Mar 5, 2020 | Fact CheckingRumour Detection | CodeCode Available | 1 |
| FaVIQ: FAct Verification from Information-seeking Questions | Jul 5, 2021 | Fact CheckingFact Verification | CodeCode Available | 1 |
| 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 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| Improving Evidence Retrieval for Automated Explainable Fact-Checking | Jun 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| Evaluating the Factual Consistency of Abstractive Text Summarization | Oct 28, 2019 | Abstractive Text SummarizationFact Checking | CodeCode Available | 1 |
| Editing Factual Knowledge in Language Models | Apr 16, 2021 | Fact CheckingMeta-Learning | CodeCode Available | 1 |
| Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation | Oct 25, 2022 | ArticlesFact Checking | CodeCode Available | 1 |
| Evidence-based Fact-Checking of Health-related Claims | Nov 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| ChartCheck: Explainable Fact-Checking over Real-World Chart Images | Nov 13, 2023 | Fact CheckingFact Verification | CodeCode Available | 1 |
| OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs | Aug 6, 2024 | Fact Checking | CodeCode Available | 1 |
| PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training | Nov 5, 2022 | Fact CheckingFact Verification | CodeCode Available | 1 |
| DialFact: A Benchmark for Fact-Checking in Dialogue | Oct 15, 2021 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Benchmarking the Generation of Fact Checking Explanations | Aug 29, 2023 | Abstractive Text SummarizationArticles | CodeCode Available | 1 |
| DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News Articles | Oct 15, 2021 | ArticlesAttribute | CodeCode Available | 1 |
| Evidence-based Factual Error Correction | Jun 2, 2021 | Fact CheckingFact Verification | CodeCode Available | 1 |
| COVE: COntext and VEracity prediction for out-of-context images | Feb 3, 2025 | Fact CheckingMisinformation | CodeCode Available | 1 |
| CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval | Sep 5, 2022 | Cross-lingual Fact-checkingCross-Lingual Information Retrieval | CodeCode Available | 1 |
| COVID-VTS: Fact Extraction and Verification on Short Video Platforms | Feb 15, 2023 | Fact CheckingFact Selection | CodeCode Available | 1 |
| ClimateBert: A Pretrained Language Model for Climate-Related Text | Oct 22, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| 3HAN: A Deep Neural Network for Fake News Detection | Jun 21, 2023 | Fact CheckingFake News Detection | CodeCode Available | 1 |
| Attribute First, then Generate: Locally-attributable Grounded Text Generation | Mar 25, 2024 | AttributeDocument Summarization | CodeCode Available | 1 |
| DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts | Dec 13, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Detecting Deepfakes Without Seeing Any | Nov 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Document-level Claim Extraction and Decontextualisation for Fact-Checking | Jun 5, 2024 | Extractive SummarizationFact Checking | CodeCode Available | 1 |
| Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset | Jun 5, 2023 | Fact Checking | CodeCode Available | 1 |
| End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models | May 25, 2022 | ArticlesClaim Verification | CodeCode Available | 1 |
| Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP | Jun 12, 2021 | Entity DisambiguationEntity Retrieval | 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 |
| An Enhanced Fake News Detection System With Fuzzy Deep Learning | Jun 24, 2024 | Deep LearningFact Checking | CodeCode Available | 1 |
| Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers | Nov 15, 2023 | Fact CheckingSentence | CodeCode Available | 1 |
| Factify 2: A Multimodal Fake News and Satire News Dataset | Apr 8, 2023 | ArticlesClaim Verification | CodeCode Available | 1 |
| Complex Claim Verification with Evidence Retrieved in the Wild | May 19, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Evidence-based Factual Error Correction | Dec 31, 2020 | Fact CheckingFact Verification | CodeCode Available | 1 |
| Predicting Sentence-Level Factuality of News and Bias of Media Outlets | Jan 27, 2023 | ArticlesFact Checking | CodeCode Available | 1 |
| CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge | Sep 3, 2021 | Fact CheckingFact Verification | CodeCode Available | 1 |
| Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation | Sep 15, 2023 | Explanation GenerationFact Checking | CodeCode Available | 1 |
| Automatic Evaluation of Attribution by Large Language Models | May 10, 2023 | Fact CheckingLanguage Modeling | CodeCode Available | 1 |
| Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities | Jul 10, 2024 | counterfactualFact Checking | 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 |
| Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence | Mar 15, 2021 | Adversarial Natural Language InferenceFact Checking | CodeCode Available | 1 |
| HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking | Sep 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 |
| HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims | Oct 16, 2024 | Fact CheckingLanguage Modeling | 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 |
| Automatic Fake News Detection: Are Models Learning to Reason? | May 17, 2021 | Fact CheckingFake News Detection | CodeCode Available | 1 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 |
| A Survey on Automated Fact-Checking | Aug 26, 2021 | Fact CheckingMisinformation | 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 |
| CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking | Jun 6, 2022 | Fact CheckingMisinformation | CodeCode Available | 1 |
