SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 669 papers

TitleStatusHype
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
Semantic Operators: A Declarative Model for Rich, AI-based Data ProcessingCode5
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
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
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the WildCode2
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
Meerkat: Audio-Visual Large Language Model for Grounding in Space and TimeCode1
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models—0
Molecular Facts: Desiderata for Decontextualization in LLM Fact VerificationCode0
"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
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models—0
An Enhanced Fake News Detection System With Fuzzy Deep LearningCode1
Evaluating Evidence Attribution in Generated Fact Checking ExplanationsCode0
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language ModelsCode1
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval—0
Bag of Lies: Robustness in Continuous Pre-training BERT—0
Document-level Claim Extraction and Decontextualisation for Fact-CheckingCode1
Missci: Reconstructing Fallacies in Misrepresented ScienceCode0
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework—0
RATT: A Thought Structure for Coherent and Correct LLM ReasoningCode1
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
Automatic News Generation and Fact-Checking System Based on Language Processing—0
SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks—0
Tell Me Why: Explainable Public Health Fact-Checking with Large Language ModelsCode0
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source—0
OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMsCode2
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
MiniCheck: Efficient Fact-Checking of LLMs on Grounding DocumentsCode7
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
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual CheckingCode2
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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