| ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples | Oct 22, 2022 | Fact VerificationQuestion Answering | CodeCode Available | 1 | 5 |
| Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification | May 10, 2023 | Fact VerificationQuestion Answering | CodeCode Available | 1 | 5 |
| Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective | Feb 16, 2022 | Fact VerificationNatural Language Inference | CodeCode Available | 1 | 5 |
| Attribute First, then Generate: Locally-attributable Grounded Text Generation | Mar 25, 2024 | AttributeDocument Summarization | CodeCode Available | 1 | 5 |
| Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection | Feb 4, 2021 | Fact VerificationFake News Detection | CodeCode Available | 1 | 5 |
| H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables | Jun 29, 2024 | Fact VerificationMathematical Reasoning | CodeCode Available | 1 | 5 |
| Evidence-based Factual Error Correction | Jun 2, 2021 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| ChartCheck: Explainable Fact-Checking over Real-World Chart Images | Nov 13, 2023 | Fact CheckingFact Verification | CodeCode Available | 1 | 5 |
| Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification | Feb 12, 2023 | Fact VerificationMisinformation | CodeCode Available | 1 | 5 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 | 5 |
| End-to-End Bias Mitigation by Modelling Biases in Corpora | Sep 13, 2019 | Fact VerificationNatural Language Inference | CodeCode Available | 0 | 5 |
| A Little Human Data Goes A Long Way | Oct 17, 2024 | Fact VerificationQuestion Answering | CodeCode Available | 0 | 5 |
| Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning | Feb 20, 2025 | Fact CheckingFact Verification | CodeCode Available | 0 | 5 |
| DS@GT at CheckThat! 2025: Evaluating Context and Tokenization Strategies for Numerical Fact Verification | Jul 8, 2025 | ARCArithmetic Reasoning | CodeCode Available | 0 | 5 |
| CFEVER: A Chinese Fact Extraction and VERification Dataset | Feb 20, 2024 | Fact CheckingFact Verification | CodeCode Available | 0 | 5 |
| DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention | Sep 3, 2018 | Fact VerificationNatural Language Inference | CodeCode Available | 0 | 5 |
| Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment | Mar 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Structural Self-Supervised Objectives for Transformers | Sep 15, 2023 | Fact VerificationLanguage Modeling | CodeCode Available | 0 | 5 |
| Bridging Textual and Tabular Worlds for Fact Verification: A Lightweight, Attention-Based Model | Mar 26, 2024 | Fact Verification | CodeCode Available | 0 | 5 |
| Are Large Language Models Table-based Fact-Checkers? | Feb 4, 2024 | Fact VerificationIn-Context Learning | CodeCode Available | 0 | 5 |
| Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting Evidence | May 2, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 | 5 |
| QA-NatVer: Question Answering for Natural Logic-based Fact Verification | Oct 22, 2023 | counterfactualFact Verification | CodeCode Available | 0 | 5 |
| BreakingBERT@IITK at SemEval-2021 Task 9 : Statement Verification and Evidence Finding with Tables | Apr 7, 2021 | Fact VerificationNatural Language Inference | CodeCode Available | 0 | 5 |
| DanFEVER: claim verification dataset for Danish | May 1, 2021 | Claim VerificationFact Verification | CodeCode Available | 0 | 5 |
| CsFEVER and CTKFacts: Acquiring Czech data for fact verification | Jan 26, 2022 | ArticlesFact Checking | CodeCode Available | 0 | 5 |
| Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models | Jun 5, 2023 | Fact VerificationIn-Context Learning | CodeCode Available | 0 | 5 |
| Rethinking Loss Functions for Fact Verification | Mar 13, 2024 | Fact Verification | CodeCode Available | 0 | 5 |
| CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models | Sep 30, 2021 | Data AugmentationFact Verification | CodeCode Available | 0 | 5 |
| ClaimDiff: Comparing and Contrasting Claims on Contentious Issues | May 24, 2022 | ArticlesFact Verification | CodeCode Available | 0 | 5 |
| Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism | Dec 16, 2020 | Cross-Lingual TransferFact Verification | CodeCode Available | 0 | 5 |
| Converge to the Truth: Factual Error Correction via Iterative Constrained Editing | Nov 22, 2022 | Fact VerificationLanguage Modeling | CodeCode Available | 0 | 5 |
| Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification | Jun 28, 2024 | Fact CheckingFact Verification | CodeCode Available | 0 | 5 |
| Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | May 17, 2024 | Fact VerificationGraph Attention | CodeCode Available | 0 | 5 |
| Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems | Sep 7, 2022 | Fact CheckingFact Verification | CodeCode Available | 0 | 5 |
| Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals | Aug 14, 2024 | Fact VerificationKnowledge Graphs | CodeCode Available | 0 | 5 |
| M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval | Mar 21, 2024 | Contrastive LearningFact Verification | CodeCode Available | 0 | 5 |
| Elastic weight consolidation for better bias inoculation | Apr 29, 2020 | Fact VerificationGeneral Classification | CodeCode Available | 0 | 5 |
| Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification | Sep 14, 2021 | Fact VerificationRetrieval | CodeCode Available | 0 | 5 |
| Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing | May 1, 2022 | Fact VerificationSemantic Parsing | CodeCode Available | 0 | 5 |
| Learning to Verify Summary Facts with Fine-Grained LLM Feedback | Dec 14, 2024 | Fact VerificationLanguage Modeling | CodeCode Available | 0 | 5 |
| MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback | Oct 17, 2024 | Fact VerificationHallucination | CodeCode Available | 0 | 5 |
| From Nuisance to News Sense: Augmenting the News with Cross-Document Evidence and Context | Oct 6, 2023 | ArticlesFact Verification | CodeCode Available | 0 | 5 |
| From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification | Oct 18, 2023 | Fact VerificationRetrieval | CodeCode Available | 0 | 5 |
| FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge Graphs | Jun 3, 2024 | Fact CheckingFact Verification | CodeCode Available | 0 | 5 |
| Combining Fact Extraction and Verification with Neural Semantic Matching Networks | Nov 16, 2018 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| Coarse-to-Fine Memory Matching for Joint Retrieval and Classification | Nov 29, 2020 | ClassificationFact Verification | CodeCode Available | 0 | 5 |
| FaaF: Facts as a Function for the evaluation of generated text | Mar 6, 2024 | Fact VerificationLanguage Modelling | CodeCode Available | 0 | 5 |
| Language Models Hallucinate, but May Excel at Fact Verification | Oct 23, 2023 | Fact VerificationHallucination | CodeCode Available | 0 | 5 |
| Investigating Zero- and Few-shot Generalization in Fact Verification | Sep 18, 2023 | Fact Verification | CodeCode Available | 0 | 5 |
