SOTAVerified

Fact Checking

Papers

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Showing 251–300 of 669 papers

TitleStatusHype
Web Retrieval Agents for Evidence-Based Misinformation DetectionCode0
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
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-CheckingCode0
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection?Code0
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
Missci: Reconstructing Fallacies in Misrepresented ScienceCode0
FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge GraphsCode0
Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs—0
ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread—0
The Impact and Opportunities of Generative AI in Fact-Checking—0
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction—0
SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks—0
Automatic News Generation and Fact-Checking System Based on Language Processing—0
Tell Me Why: Explainable Public Health Fact-Checking with Large Language ModelsCode0
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source—0
New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI—0
FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking—0
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checkingCode0
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian TwitterCode0
ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations—0
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLMCode0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction—0
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models—0
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines?—0
Reliability Estimation of News Media Sources: Birds of a Feather Flock TogetherCode0
Collaboratively adding context to social media posts reduces the sharing of false news—0
Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic SimilarityCode0
Fact Checking Beyond Training SetCode0
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claimsCode0
RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine ConflictCode0
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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