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DS@GT ARC at CheckThat! 2026: A Verdict-Anchored Pipeline for Generating Fact-Checking Articles
DS@GT ARC Team
fact-checkingautomationNLPpipeline
2611.05382
Builder Relevance
2h ago80%
Abstract
The paper presents an automated pipeline for generating fact-checking articles to combat the rapid spread of misinformation.
Reality Card
Core Claim
The team built a four-stage pipeline that successfully generates full fact-checking articles, achieving a mean score of 0.428 and ranking 3rd out of 9 teams.
Method / Result
Achieved a mean score of 0.428, significantly higher than the baseline score of 0.272.
Limitations
The paper does not specify detailed limitations or reproducibility concerns.
Paper to code
Verified implementation resources so builders can test the paper’s claims instead of stopping at the abstract.
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