SOTAVerified

Fact Checking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–400 of 669 papers

TitleStatusHype
Multimodal Misinformation Detection using Large Vision-Language Models—0
Multi-task Retrieval for Knowledge-Intensive Tasks—0
Natural Language Deduction through Search over Statement Compositions—0
Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for Fact-Checking—0
Neural Machine Translation for Fact-checking Temporal Claims—0
Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task—0
New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI—0
News Verifiers Showdown: A Comparative Performance Evaluation of ChatGPT 3.5, ChatGPT 4.0, Bing AI, and Bard in News Fact-Checking—0
Numerically Grounded Language Models for Semantic Error Correction—0
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens—0
Online Continual Knowledge Learning for Language Models—0
On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs—0
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources—0
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports—0
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims—0
Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News—0
Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments—0
PANACEA: An Automated Misinformation Detection System on COVID-19—0
PASS-FC: Progressive and Adaptive Search Scheme for Fact Checking of Comprehensive Claims—0
PerCQA: Persian Community Question Answering Dataset—0
PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants—0
Poly-FEVER: A Multilingual Fact Verification Benchmark for Hallucination Detection in Large Language Models—0
POLygraph: Polish Fake News Dataset—0
Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning—0
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output—0
Prta: A System to Support the Analysis of Propaganda Techniques in the News—0
Pushing the boundary on Natural Language Inference—0
QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions—0
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models—0
Rating Facts under Coarse-to-fine Regimes—0
Re2G: Retrieve, Rerank, Generate—0
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking—0
Reasoning Over Semantic-Level Graph for Fact Checking—0
Recon, Answer, Verify: Agents in Search of Truth—0
Reinforcement Learning-based Knowledge Graph Reasoning for Explainable Fact-checking—0
Repetitive Dilemma Games in Distribution Information Using Interplay of Droop Quota: Meek's Method in Impact of Maximum Compensation and Minimum Cost Routes in Information Role of Marginal Contribution in Two-Sided Matching Markets—0
ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations—0
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings—0
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification—0
SAIL: Search-Augmented Instruction Learning—0
Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models—0
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking—0
SciCom Wiki: Fact-Checking and FAIR Knowledge Distribution for Scientific Videos and Podcasts—0
Scientific Fact-Checking: A Survey of Resources and Approaches—0
Self-Adaptive Paraphrasing and Preference Learning for Improved Claim Verifiability—0
Semantic Representation and Inference for NLP—0
Sequential Modelling with Applications to Music Recommendation, Fact-Checking, and Speed Reading—0
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking—0
Simple Compounded-Label Training for Fact Extraction and Verification—0
Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts—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