| MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents | Apr 16, 2024 | Fact CheckingRetrieval-augmented Generation | CodeCode Available | 7 | 5 |
| Loki: An Open-Source Tool for Fact Verification | Oct 2, 2024 | Claim VerificationFact Checking | CodeCode Available | 5 | 5 |
| Semantic Operators: A Declarative Model for Rich, AI-based Data Processing | Jul 16, 2024 | Extreme Multi-Label ClassificationFact Checking | CodeCode Available | 5 | 5 |
| Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Aug 8, 2024 | ChunkingFact Checking | CodeCode Available | 4 | 5 |
| Don't Ignore Dual Logic Ability of LLMs while Privatizing: A Data-Intensive Analysis in Medical Domain | Sep 8, 2023 | Fact CheckingKnowledge Graphs | CodeCode Available | 4 | 5 |
| Verdict: A Library for Scaling Judge-Time Compute | Feb 25, 2025 | Fact CheckingHallucination | CodeCode Available | 3 | 5 |
| Search Arena: Analyzing Search-Augmented LLMs | Jun 5, 2025 | Fact Checking | CodeCode Available | 2 | 5 |
| ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild | Jul 4, 2024 | Chart UnderstandingDecision Making | CodeCode Available | 2 | 5 |
| SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models | Mar 15, 2023 | Fact CheckingHallucination | CodeCode Available | 2 | 5 |
| RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit | Jun 8, 2023 | Answer GenerationFact Checking | CodeCode Available | 2 | 5 |
| FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios | Jul 25, 2023 | Code GenerationFact Checking | CodeCode Available | 2 | 5 |
| SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking | Mar 2, 2025 | Fact CheckingFact Verification | CodeCode Available | 2 | 5 |
| BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models | Apr 17, 2021 | Argument RetrievalBenchmarking | CodeCode Available | 2 | 5 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 | 5 |
| KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking | Apr 3, 2024 | Fact CheckingForm | CodeCode Available | 2 | 5 |
| Atlas: Few-shot Learning with Retrieval Augmented Language Models | Aug 5, 2022 | Fact CheckingFew-Shot Learning | CodeCode Available | 2 | 5 |
| OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs | May 9, 2024 | BenchmarkingFact Checking | CodeCode Available | 2 | 5 |
| SGPT: GPT Sentence Embeddings for Semantic Search | Feb 17, 2022 | Argument RetrievalBiomedical Information Retrieval | CodeCode Available | 2 | 5 |
| Multimodal Automated Fact-Checking: A Survey | May 22, 2023 | Fact CheckingMisinformation | CodeCode Available | 2 | 5 |
| The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability | Jan 28, 2020 | BIG-bench Machine LearningFact Checking | CodeCode Available | 2 | 5 |
| Claim Check-Worthiness Detection as Positive Unlabelled Learning | Mar 5, 2020 | Fact CheckingRumour Detection | CodeCode Available | 1 | 5 |
| ChartCheck: Explainable Fact-Checking over Real-World Chart Images | Nov 13, 2023 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Factify 2: A Multimodal Fake News and Satire News Dataset | Apr 8, 2023 | ArticlesClaim Verification | CodeCode Available | 1 | 5 |
| Explainable Automated Fact-Checking: A Survey | Nov 7, 2020 | Fact CheckingSurvey | CodeCode Available | 1 | 5 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| Explainable Automated Fact-Checking for Public Health Claims | Oct 19, 2020 | Explanation GenerationFact Checking | CodeCode Available | 1 | 5 |
| Evidence-based Fact-Checking of Health-related Claims | Nov 1, 2021 | ArticlesFact Checking | 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 |
| Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers | Nov 15, 2023 | Fact CheckingSentence | CodeCode Available | 1 | 5 |
| Fact-Checking Complex Claims with Program-Guided Reasoning | May 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 | 5 |
| Evaluating the Factual Consistency of Abstractive Text Summarization | Oct 28, 2019 | Abstractive Text SummarizationFact Checking | CodeCode Available | 1 | 5 |
| Evidence-based Factual Error Correction | Jun 2, 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 |
| Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset | Jun 5, 2023 | Fact 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 |
| Editing Factual Knowledge in Language Models | Apr 16, 2021 | Fact CheckingMeta-Learning | CodeCode Available | 1 | 5 |
| DialFact: A Benchmark for Fact-Checking in Dialogue | Oct 15, 2021 | Claim VerificationFact 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 |
| Attribute First, then Generate: Locally-attributable Grounded Text Generation | Mar 25, 2024 | AttributeDocument Summarization | 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 |
| Detecting Deepfakes Without Seeing Any | Nov 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Automatic Evaluation of Attribution by Large Language Models | May 10, 2023 | Fact CheckingLanguage Modeling | CodeCode Available | 1 | 5 |
| DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News Articles | Oct 15, 2021 | ArticlesAttribute | CodeCode Available | 1 | 5 |
| AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web | May 22, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset | May 7, 2021 | ArticlesDialect Identification | CodeCode Available | 1 | 5 |
| Document-level Claim Extraction and Decontextualisation for Fact-Checking | Jun 5, 2024 | Extractive SummarizationFact 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 |
| Benchmarking the Generation of Fact Checking Explanations | Aug 29, 2023 | Abstractive Text SummarizationArticles | CodeCode Available | 1 | 5 |
| BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking | Feb 22, 2025 | Fact Checking | CodeCode Available | 1 | 5 |
| COVID-VTS: Fact Extraction and Verification on Short Video Platforms | Feb 15, 2023 | Fact CheckingFact Selection | CodeCode Available | 1 | 5 |
