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Fact Checking

Papers

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Showing 151–175 of 669 papers

TitleStatusHype
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access—0
Do LLMs Understand Ambiguity in Text? A Case Study in Open-world Question Answering—0
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations—0
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction—0
A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT—0
Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation—0
DOMLIN at SemEval-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums—0
Bag of Lies: Robustness in Continuous Pre-training BERT—0
Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs—0
African Democracy in the Era of Generative Disinformation: Challenges and Countermeasures against AI-Generated Propaganda—0
A Vector-Based Approach to Few-Shot Veracity Classification for Automated Fact-Checking—0
Are Large Language Models Good Fact Checkers: A Preliminary Study—0
Did They Really Tweet That? Querying Fact-Checking Sites and Politwoops to Determine Tweet Misattribution—0
Automatic Verification of Data Summaries—0
Automatic News Generation and Fact-Checking System Based on Language Processing—0
ArCOV19-Rumors: Arabic COVID-19 Twitter Dataset for Misinformation Detection—0
Automatic Fake News Detection: Are current models “fact-checking” or“gut-checking”?—0
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach—0
Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models—0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese—0
Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification—0
Automatic Fake News Detection: Are current models "fact-checking" or "gut-checking"?—0
A Causal Lens for Evaluating Faithfulness Metrics—0
Detecting Deception in Political Debates Using Acoustic and Textual Features—0
Automatic Fact-Checking with Frame-Semantics—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