SOTAVerified

Fact Checking

Papers

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Showing 351–400 of 669 papers

TitleStatusHype
Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter—0
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-trainingCode1
Stanceosaurus: Classifying Stance Towards Multilingual Misinformation—0
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for MisinformationCode1
Modeling Information Change in Science Communication with Semantically Matched Paraphrases—0
Varifocal Question Generation for Fact-checkingCode0
CrowdChecked: Detecting Previously Fact-Checked Claims in Social MediaCode0
Mitigating the Diminishing Effect of Elastic Weight Consolidation—0
Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets—0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
PoxVerifi: An Information Verification System to Combat Monkeypox MisinformationCode0
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification SystemsCode0
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Graphical Models of False Information and Fact Checking Ecosystems—0
Searching for Structure in Unfalsifiable ClaimsCode0
Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts?Code0
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training—0
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
PHEMEPlus: Enriching Social Media Rumour Verification with External EvidenceCode0
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity PredictionCode0
Z-Index at CheckThat! Lab 2022: Check-Worthiness Identification on Tweet Text—0
Re2G: Retrieve, Rerank, GenerateCode1
Improving Wikipedia Verifiability with AICode1
Supervised Contrastive Learning Approach for Contextual Ranking—0
PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact CheckingCode0
Memory-Based Model Editing at ScaleCode1
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot RetrievalCode1
Happenstance: Utilizing Semantic Search to Track Russian State Media Narratives about the Russo-Ukrainian War On Reddit—0
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and ModelsCode1
Generating Literal and Implied Subquestions to Fact-check Complex Claims—0
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification—0
Neural Machine Translation for Fact-checking Temporal Claims—0
A Semantics-Aware Approach to Automated Claim Verification—0
Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands—0
WatClaimCheck: A new Dataset for Claim Entailment and InferenceCode0
Automatic Fake News Detection: Are current models “fact-checking” or“gut-checking”?—0
Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking—0
Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms—0
Science Checker: Extractive-Boolean Question Answering For Scientific Fact CheckingCode0
CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets—0
TABi: Type-Aware Bi-Encoders for Open-Domain Entity RetrievalCode1
Automatic Fake News Detection: Are current models "fact-checking" or "gut-checking"?—0
Fake news detection using parallel BERT deep neural networks—0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks—0
Fact Checking with Insufficient EvidenceCode0
Generating Scientific Claims for Zero-Shot Scientific Fact CheckingCode1
Teaching language models to support answers with verified quotes—0
Who Shares Fake News? Uncovering Insights from Social Media Users' Post Histories—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