Artificial Intelligence #ai#artificial intelligence
CREDENCE Framework Improves Automated Fact-Checking with Semantic Metrics and Convergence Analysis
The CREDENCE framework addresses key shortcomings in automated fact-checking by replacing Jaccard overlap metrics with Semantic-F1, a cosine similarity measure that improves accuracy by 15-32 percentage points. It also provides formal convergence theorems for repair pipelines and benchmarks across social media, encyclopedic, and news domains.
Jul 8, 2026 1 source