SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 669 papers

TitleStatusHype
SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature AnalysisCode0
A Debate-Driven Experiment on LLM Hallucinations and Accuracy—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
Health Misinformation in Social Networks: A Survey of IT Approaches—0
ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding—0
Learning to Generate and Evaluate Fact-checking Explanations with Transformers—0
Augmenting the Veracity and Explanations of Complex Fact Checking via Iterative Self-Revision with LLMs—0
ChronoFact: Timeline-based Temporal Fact Verification—0
Real-time Fake News from Adversarial FeedbackCode0
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?—0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
A Comparative Study of Translation Bias and Accuracy in Multilingual Large Language Models for Cross-Language Claim VerificationCode0
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from VideosCode0
Contrastive Learning to Improve Retrieval for Real-world Fact Checking—0
LRQ-Fact: LLM-Generated Relevant Questions for Multimodal Fact-Checking—0
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation GenerationCode0
How Entangled is Factuality and Deception in German?—0
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs—0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
LLMs Will Always Hallucinate, and We Need to Live With This—0
LoraMap: Harnessing the Power of LoRA Connections—0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMsCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment—0
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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