| Loki: An Open-Source Tool for Fact Verification | Oct 2, 2024 | Claim VerificationFact Checking | CodeCode Available | 5 | 5 |
| Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval | Jan 2, 2021 | Claim VerificationQuestion Answering | CodeCode Available | 2 | 5 |
| Fact or Fiction: Verifying Scientific Claims | Apr 30, 2020 | Claim VerificationDomain Adaptation | CodeCode Available | 1 | 5 |
| HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking | Sep 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 | 5 |
| Argumentative Large Language Models for Explainable and Contestable Claim Verification | May 3, 2024 | Claim VerificationDecision Making | CodeCode Available | 1 | 5 |
| BERT for Evidence Retrieval and Claim Verification | Oct 7, 2019 | Claim VerificationRetrieval | CodeCode Available | 1 | 5 |
| 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 | 5 |
| SciFact-Open: Towards open-domain scientific claim verification | Oct 25, 2022 | Claim VerificationInformation Retrieval | CodeCode Available | 1 | 5 |
| LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification | Dec 25, 2020 | Claim VerificationFact Verification | 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 |
| FIRE: Fact-checking with Iterative Retrieval and Verification | Oct 17, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| DialFact: A Benchmark for Fact-Checking in Dialogue | Oct 15, 2021 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| MMFlood: A Multimodal Dataset for Flood Delineation From Satellite Imagery | Sep 2, 2022 | Claim VerificationSegmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social Media | Jul 15, 2020 | Claim VerificationRetrieval | CodeCode Available | 1 | 5 |
| SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature | Jun 10, 2024 | Claim VerificationInstruction Following | CodeCode Available | 1 | 5 |
| SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables | May 22, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| Stance Prediction and Claim Verification: An Arabic Perspective | May 21, 2020 | Claim VerificationNatural Language Inference | CodeCode Available | 1 | 5 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 | 5 |
| EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification | Oct 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 | 5 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| Truth or Mirage? Towards End-to-End Factuality Evaluation with LLM-Oasis | Nov 29, 2024 | BenchmarkingClaim Verification | CodeCode Available | 1 | 5 |
| MultiVerS: Improving scientific claim verification with weak supervision and full-document context | Dec 2, 2021 | Claim VerificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Factify 2: A Multimodal Fake News and Satire News Dataset | Apr 8, 2023 | ArticlesClaim Verification | CodeCode Available | 1 | 5 |
| CLIPPER: Compression enables long-context synthetic data generation | Feb 20, 2025 | Claim VerificationSynthetic Data Generation | CodeCode Available | 1 | 5 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 | 5 |
| DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts | Dec 13, 2024 | Claim VerificationFact Checking | 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 |
| Complex Claim Verification with Evidence Retrieved in the Wild | May 19, 2023 | Claim VerificationFact Checking | CodeCode Available | 1 | 5 |
| MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking | Jul 18, 2024 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| Combining Fact Extraction and Verification with Neural Semantic Matching Networks | Nov 16, 2018 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms | Oct 2, 2017 | Claim VerificationNatural Language Inference | CodeCode Available | 0 | 5 |
| Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification | Sep 13, 2021 | Claim VerificationMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| Low-Shot Learning for Fictional Claim Verification | Apr 5, 2023 | Claim Verification | CodeCode Available | 0 | 5 |
| MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification | Jan 29, 2024 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 | 5 |
| A DQN-based Approach to Finding Precise Evidences for Fact Verification | Aug 1, 2021 | Claim VerificationFact Verification | CodeCode Available | 0 | 5 |
| Mention Memory: incorporating textual knowledge into Transformers through entity mention attention | Oct 12, 2021 | Claim VerificationNatural Language Understanding | CodeCode Available | 0 | 5 |
| Multi-Hop Fact Checking of Political Claims | Sep 10, 2020 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| ICPR 2024 Competition on Multilingual Claim-Span Identification | Nov 29, 2024 | 8kBinary Classification | CodeCode Available | 0 | 5 |
| IAI Group at CheckThat! 2024: Transformer Models and Data Augmentation for Checkworthy Claim Detection | Aug 2, 2024 | Claim VerificationData Augmentation | CodeCode Available | 0 | 5 |
| HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification | Nov 5, 2020 | ArticlesClaim Verification | CodeCode Available | 0 | 5 |
| Implicit Temporal Reasoning for Evidence-Based Fact-Checking | Feb 24, 2023 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| 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 | 5 |
| FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents | Nov 8, 2024 | Claim VerificationRAG | CodeCode Available | 0 | 5 |
| Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification | Oct 10, 2020 | Claim VerificationSentence | CodeCode Available | 0 | 5 |
| INO at Factify 2: Structure Coherence based Multi-Modal Fact Verification | Mar 2, 2023 | Claim VerificationFact Verification | CodeCode Available | 0 | 5 |
| A Reality Check on Context Utilisation for Retrieval-Augmented Generation | Dec 22, 2024 | Claim VerificationLanguage Modeling | CodeCode Available | 0 | 5 |
| Detecting Manipulated Contents Using Knowledge-Grounded Inference | Apr 29, 2025 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
