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Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 669 papers

TitleStatusHype
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking—0
FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-CheckingCode0
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-CheckingCode0
Claim Extraction for Fact-Checking: Data, Models, and Automated Metrics—0
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasksCode0
Decoding AI Judgment: How LLMs Assess News Credibility and Bias—0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation—0
COVE: COntext and VEracity prediction for out-of-context imagesCode1
Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking—0
Automatic Fact-Checking with Frame-Semantics—0
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition—0
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking—0
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMsCode0
Tracking the Takes and Trajectories of English-Language News Narratives across Trustworthy and Worrisome WebsitesCode0
Improving Factuality with Explicit Working Memory—0
Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification—0
Logical Consistency of Large Language Models in Fact-checking—0
ViFactCheck: A New Benchmark Dataset and Methods for Multi-domain News Fact-Checking in Vietnamese—0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
Self-Adaptive Paraphrasing and Preference Learning for Improved Claim Verifiability—0
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal ExpertsCode1
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers—0
LLMs as Debate Partners: Utilizing Genetic Algorithms and Adversarial Search for Adaptive ArgumentsCode0
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding StrategiesCode0
Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports—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