| Loki: An Open-Source Tool for Fact Verification | Oct 2, 2024 | Claim VerificationFact Checking | CodeCode Available | 5 |
| Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval | Jan 2, 2021 | Claim VerificationQuestion Answering | CodeCode Available | 2 |
| CLIPPER: Compression enables long-context synthetic data generation | Feb 20, 2025 | Claim VerificationSynthetic Data Generation | CodeCode Available | 1 |
| DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts | Dec 13, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Truth or Mirage? Towards End-to-End Factuality Evaluation with LLM-Oasis | Nov 29, 2024 | BenchmarkingClaim Verification | CodeCode Available | 1 |
| FIRE: Fact-checking with Iterative Retrieval and Verification | Oct 17, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 |
| SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature | Jun 10, 2024 | Claim VerificationInstruction Following | CodeCode Available | 1 |
| Argumentative Large Language Models for Explainable and Contestable Claim Verification | May 3, 2024 | Claim VerificationDecision Making | CodeCode Available | 1 |
| CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge | Mar 3, 2024 | Claim VerificationGraph Question Answering | CodeCode Available | 1 |
| EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification | Oct 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 |
| Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method | Sep 30, 2023 | Claim VerificationFact Verification | CodeCode Available | 1 |
| HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking | Sep 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 |
| SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables | May 22, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 |
| AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web | May 22, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Complex Claim Verification with Evidence Retrieved in the Wild | May 19, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Factify 2: A Multimodal Fake News and Satire News Dataset | Apr 8, 2023 | ArticlesClaim Verification | CodeCode Available | 1 |
| SciFact-Open: Towards open-domain scientific claim verification | Oct 25, 2022 | Claim VerificationInformation Retrieval | CodeCode Available | 1 |
| MMFlood: A Multimodal Dataset for Flood Delineation From Satellite Imagery | Sep 2, 2022 | Claim VerificationSegmentation | 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 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 |
| MultiVerS: Improving scientific claim verification with weak supervision and full-document context | Dec 2, 2021 | Claim VerificationDomain Adaptation | CodeCode Available | 1 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
| DialFact: A Benchmark for Fact-Checking in Dialogue | Oct 15, 2021 | Claim VerificationFact Checking | CodeCode Available | 1 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
| LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification | Dec 25, 2020 | Claim VerificationFact Verification | CodeCode Available | 1 |
| Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social Media | Jul 15, 2020 | Claim VerificationRetrieval | CodeCode Available | 1 |
| Stance Prediction and Claim Verification: An Arabic Perspective | May 21, 2020 | Claim VerificationNatural Language Inference | CodeCode Available | 1 |
| Fact or Fiction: Verifying Scientific Claims | Apr 30, 2020 | Claim VerificationDomain Adaptation | CodeCode Available | 1 |
| BERT for Evidence Retrieval and Claim Verification | Oct 7, 2019 | Claim VerificationRetrieval | CodeCode Available | 1 |
| SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification | Jun 18, 2025 | Claim VerificationRAG | —Unverified | 0 |
| Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers | Jun 12, 2025 | Claim Verification | CodeCode Available | 0 |
| Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification | Jun 9, 2025 | Claim Verification | —Unverified | 0 |
| MuSciClaims: Multimodal Scientific Claim Verification | Jun 5, 2025 | ArticlesClaim Verification | —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 |
| ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM | May 28, 2025 | Claim VerificationKnowledge Graphs | —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 |
| Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification | May 18, 2025 | Claim VerificationMisinformation | CodeCode Available | 0 |
| Detecting Manipulated Contents Using Knowledge-Grounded Inference | Apr 29, 2025 | Claim VerificationFact Checking | CodeCode Available | 0 |
| CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs | Apr 21, 2025 | Claim VerificationLogical Reasoning | CodeCode Available | 0 |
| CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge | Apr 20, 2025 | Claim VerificationGraph Question Answering | —Unverified | 0 |
| BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking | Apr 3, 2025 | Claim VerificationDiversity | —Unverified | 0 |
| SciClaims: An End-to-End Generative System for Biomedical Claim Analysis | Mar 24, 2025 | Claim VerificationInformation Retrieval | —Unverified | 0 |
| Optimizing Decomposition for Optimal Claim Verification | Mar 19, 2025 | Bilevel OptimizationClaim Verification | CodeCode Available | 0 |
| LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification | Mar 11, 2025 | Claim VerificationRAG | —Unverified | 0 |
| NSF-SciFy: Mining the NSF Awards Database for Scientific Claims | Mar 11, 2025 | 16kAbstract generation | —Unverified | 0 |
| Non-Euclidean Hierarchical Representational Learning using Hyperbolic Graph Neural Networks for Environmental Claim Detection | Feb 19, 2025 | Claim VerificationDependency Parsing | —Unverified | 0 |
| STRIVE: Structured Reasoning for Self-Improvement in Claim Verification | Feb 17, 2025 | Claim VerificationMathematical Problem-Solving | —Unverified | 0 |
| Towards Automated Fact-Checking of Real-World Claims: Exploring Task Formulation and Assessment with LLMs | Feb 13, 2025 | Claim VerificationFact Checking | —Unverified | 0 |
