SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 669 papers

TitleStatusHype
Leveraging the Crowd to Detect and Reduce the Spread of Fake News and MisinformationCode0
Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicineCode0
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?Code0
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
Image Provenance Analysis at ScaleCode0
Implicit Temporal Reasoning for Evidence-Based Fact-CheckingCode0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world ClaimsCode0
MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question AnsweringCode0
AraFacts: The First Large Arabic Dataset of Naturally Occurring ClaimsCode0
CrowdChecked: Detecting Previously Fact-Checked Claims in Social MediaCode0
Automatic Fact-guided Sentence ModificationCode0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checkingCode0
GraphCheck: Multi-Path Fact-Checking with Entity-Relationship GraphsCode0
Generating Fact Checking Summaries for Web ClaimsCode0
Correcting misinformation on social media with a large language modelCode0
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-CheckingCode0
Fuzzy Deep Hybrid Network for Fake News DetectionCode0
How We Refute Claims: Automatic Fact-Checking through Flaw Identification and ExplanationCode0
COVID-19 on Social Media: Analyzing Misinformation in Twitter ConversationsCode0
Finding Streams in Knowledge Graphs to Support Fact CheckingCode0
From Chaos to Clarity: Claim Normalization to Empower Fact-CheckingCode0
Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label RefinementCode0
aedFaCT: Scientific Fact-Checking Made Easier via Semi-Automatic Discovery of Relevant Expert OpinionsCode0
Fake News Detection via NLP is Vulnerable to Adversarial AttacksCode0
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMsCode0
Factuality Assessment as Modal Dependency ParsingCode0
Automatic Fact-Checking Using Context and Discourse InformationCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification SystemsCode0
FakeClaim: A Multiple Platform-driven Dataset for Identification of Fake News on 2023 Israel-Hamas WarCode0
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM AnnotatorsCode0
Combining Fact Extraction and Verification with Neural Semantic Matching NetworksCode0
FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge GraphsCode0
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
FACTors: A New Dataset for Studying the Fact-checking EcosystemCode0
Fully Automated Fact Checking Using External SourcesCode0
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 TreatmentsCode0
Fact Checking in Community ForumsCode0
Fact-Checking Meets Fauxtography: Verifying Claims About ImagesCode0
Fact Checking Beyond Training SetCode0
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningCode0
Fact Checking with Insufficient EvidenceCode0
Explaining Interactions Between Text SpansCode0
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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