SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 669 papers

TitleStatusHype
MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim VerificationCode0
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting—0
How We Refute Claims: Automatic Fact-Checking through Flaw Identification and ExplanationCode0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese—0
Ta'keed: The First Generative Fact-Checking System for Arabic Claims—0
Automated Fact-Checking of Climate Change Claims with Large Language Models—0
Claim Detection for Automated Fact-checking: A Survey on Monolingual, Multilingual and Cross-Lingual Research—0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world ClaimsCode0
Fact-checking based fake news detection: a review—0
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs—0
A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT—0
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any LanguageCode0
Evidence-based Interpretable Open-domain Fact-checking with Large Language Models—0
Fuzzy Deep Hybrid Network for Fake News DetectionCode0
Are Large Language Models Good Fact Checkers: A Preliminary Study—0
Online Continual Knowledge Learning for Language Models—0
RED-DOT: Multimodal Fact-checking via Relevant Evidence DetectionCode0
ExFake: Towards an Explainable Fake News Detection Based on Content and Social Context Information—0
Automated Fact-Checking in Dialogue: Are Specialized Models Needed?—0
Fine-tuning Language Models for Factuality—0
Trusted Source Alignment in Large Language Models—0
Causal Question Answering with Reinforcement LearningCode0
Lost in Translation -- Multilingual Misinformation and its Evolution—0
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings—0
From Chaos to Clarity: Claim Normalization to Empower Fact-CheckingCode0
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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