SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 669 papers

TitleStatusHype
Image Provenance Analysis at ScaleCode0
Implicit Temporal Reasoning for Evidence-Based Fact-CheckingCode0
Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the OvenCode0
AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact CheckingCode0
CsFEVER and CTKFacts: Acquiring Czech data for fact verificationCode0
How We Refute Claims: Automatic Fact-Checking through Flaw Identification and ExplanationCode0
Molecular Facts: Desiderata for Decontextualization in LLM Fact VerificationCode0
AraFacts: The First Large Arabic Dataset of Naturally Occurring ClaimsCode0
Automatic Fact-guided Sentence ModificationCode0
GraphCheck: Multi-Path Fact-Checking with Entity-Relationship GraphsCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
Fuzzy Deep Hybrid Network for Fake News DetectionCode0
Generating Fact Checking Summaries for Web ClaimsCode0
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMsCode0
Correcting misinformation on social media with a large language modelCode0
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-CheckingCode0
Fully Automated Fact Checking Using External SourcesCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
COVID-19 on Social Media: Analyzing Misinformation in Twitter ConversationsCode0
Finding Streams in Knowledge Graphs to Support Fact CheckingCode0
Fake News Detection via NLP is Vulnerable to Adversarial AttacksCode0
Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label RefinementCode0
FakeClaim: A Multiple Platform-driven Dataset for Identification of Fake News on 2023 Israel-Hamas WarCode0
aedFaCT: Scientific Fact-Checking Made Easier via Semi-Automatic Discovery of Relevant Expert OpinionsCode0
FACTors: A New Dataset for Studying the Fact-checking EcosystemCode0
From Chaos to Clarity: Claim Normalization to Empower Fact-CheckingCode0
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification SystemsCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checkingCode0
Automatic Fact-Checking Using Context and Discourse InformationCode0
FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge GraphsCode0
Combining Fact Extraction and Verification with Neural Semantic Matching NetworksCode0
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMsCode0
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM AnnotatorsCode0
A Review on Fact Extraction and VerificationCode0
CrowdChecked: Detecting Previously Fact-Checked Claims in Social MediaCode0
Crowd Intelligence for Early Misinformation Prediction on Social MediaCode0
Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts?Code0
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking ApplicationsCode0
FactFinders at CheckThat! 2024: Refining Check-worthy Statement Detection with LLMs through Data PruningCode0
Factuality Assessment as Modal Dependency ParsingCode0
FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-CheckingCode0
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 TreatmentsCode0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
Fact Checking Beyond Training SetCode0
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningCode0
Fact Checking in Community ForumsCode0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
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All datasetsSciFact (BEIR)CLIMATE-FEVER (BEIR)FEVER (BEIR)AVeriTeC.CDCDLIAR2

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.78—Unverified
2SGPT-BE-5.8BnDCG@100.75—Unverified
3BM25+CEnDCG@100.69—Unverified
4SGPT-CE-6.1BnDCG@100.68—Unverified
5ColBERTnDCG@100.67—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BnDCG@100.31—Unverified
2monoT5-3BnDCG@100.28—Unverified
3BM25+CEnDCG@100.25—Unverified
4SGPT-CE-6.1BnDCG@100.16—Unverified
#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.85—Unverified
2BM25+CEnDCG@100.82—Unverified
3SGPT-BE-5.8BnDCG@100.78—Unverified
4SGPT-CE-6.1BnDCG@100.73—Unverified
#ModelMetricClaimedVerifiedStatus
1HerOQuestion Only score0.48—Unverified
2CTU AICQuestion Only score0.46—Unverified
3InFactQuestion Only score0.45—Unverified
#ModelMetricClaimedVerifiedStatus
1Abc0..5sec2—Unverified
#ModelMetricClaimedVerifiedStatus
1MA-CINPrecision0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1FDHNAccuracy (Test)0.7—Unverified