SOTAVerified

Fact Checking

Papers

Showing 551600 of 669 papers

TitleStatusHype
Facts are Harder Than Opinions -- A Multilingual, Comparative Analysis of LLM-Based Fact-Checking Reliability0
Fact vs. Opinion: the Role of Argumentation Features in News Classification0
Fake News Detection: Experiments and Approaches beyond Linguistic Features0
Fake News Detection for Portuguese with Deep Learning0
Fake news detection using parallel BERT deep neural networks0
FAKTA: An Automatic End-to-End Fact Checking System0
FaxPlainAC: A Fact-Checking Tool Based on EXPLAINable Models with HumAn Correction in the Loop0
FBAdtTracker: An Interactive Data Collection and Analysis Tool for Facebook Advertisements0
`Fighting' or `Conflict'? An Approach to Revealing Concepts of Terms in Political Discourse0
Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking0
Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection0
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition0
Fine-tuning Language Models for Factuality0
FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-Checking0
Fraunhofer SIT at CheckThat! 2023: Mixing Single-Modal Classifiers to Estimate the Check-Worthiness of Multi-Modal Tweets0
Fraunhofer SIT at CheckThat! 2023: Tackling Classification Uncertainty Using Model Souping on the Example of Check-Worthiness Classification0
From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation0
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence0
Generating Fact Checking Briefs0
Generating Fact Checking Explanations0
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing0
Generating Literal and Implied Subquestions to Fact-check Complex Claims0
Generating Scientific Claims for Zero-Shot Scientific Fact Checking0
Generative Large Language Models in Automated Fact-Checking: A Survey0
Give Me More Details: Improving Fact-Checking with Latent Retrieval0
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models0
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking0
Graphical Models of False Information and Fact Checking Ecosystems0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation0
Hallucination is the last thing you need0
Happenstance: Utilizing Semantic Search to Track Russian State Media Narratives about the Russo-Ukrainian War On Reddit0
Health Misinformation in Social Networks: A Survey of IT Approaches0
Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking0
Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking0
Hidden Biases in Unreliable News Detection Datasets0
Holmes: Automated Fact Check with Large Language Models0
How Entangled is Factuality and Deception in German?0
How Robust are Fact Checking Systems on Colloquial Claims?0
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models0
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI0
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs0
Improving Factuality with Explicit Working Memory0
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs0
Improving the fact-checking performance of language models by relying on their entailment ability0
In Crowd Veritas: Leveraging Human Intelligence To Fight Misinformation0
InFact: A Strong Baseline for Automated Fact-Checking0
Integrating Stance Detection and Fact Checking in a Unified Corpus0
Interactive Evidence Detection: train state-of-the-art model out-of-domain or simple model interactively?0
Joint Verification and Reranking for Open Fact Checking Over Tables0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.78Unverified
2SGPT-BE-5.8BnDCG@100.75Unverified
3BM25+CEnDCG@100.69Unverified
4SGPT-CE-6.1BnDCG@100.68Unverified
5ColBERTnDCG@100.67Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BnDCG@100.31Unverified
2monoT5-3BnDCG@100.28Unverified
3BM25+CEnDCG@100.25Unverified
4SGPT-CE-6.1BnDCG@100.16Unverified
#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.85Unverified
2BM25+CEnDCG@100.82Unverified
3SGPT-BE-5.8BnDCG@100.78Unverified
4SGPT-CE-6.1BnDCG@100.73Unverified
#ModelMetricClaimedVerifiedStatus
1HerOQuestion Only score0.48Unverified
2CTU AICQuestion Only score0.46Unverified
3InFactQuestion Only score0.45Unverified
#ModelMetricClaimedVerifiedStatus
1Abc0..5sec2Unverified
#ModelMetricClaimedVerifiedStatus
1MA-CINPrecision0.26Unverified
#ModelMetricClaimedVerifiedStatus
1FDHNAccuracy (Test)0.7Unverified