SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 669 papers

TitleStatusHype
Zero-Shot Learning and Key Points Are All You Need for Automated Fact-CheckingCode0
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment—0
LiveFC: A System for Live Fact-Checking of Audio Streams—0
Crowd Intelligence for Early Misinformation Prediction on Social MediaCode0
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations—0
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking ApplicationsCode0
Cost-Effective Hallucination Detection for LLMs—0
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification—0
Multimodal Misinformation Detection using Large Vision-Language Models—0
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection?Code0
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-CheckingCode0
African Democracy in the Era of Generative Disinformation: Challenges and Countermeasures against AI-Generated Propaganda—0
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches—0
Generative Large Language Models in Automated Fact-Checking: A Survey—0
POLygraph: Polish Fake News Dataset—0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation—0
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models—0
Molecular Facts: Desiderata for Decontextualization in LLM Fact VerificationCode0
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models—0
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models—0
FactFinders at CheckThat! 2024: Refining Check-worthy Statement Detection with LLMs through Data PruningCode0
Evaluating Evidence Attribution in Generated Fact Checking ExplanationsCode0
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval—0
Bag of Lies: Robustness in Continuous Pre-training BERT—0
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework—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