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Author

Adrian Groza

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#artificial intelligence Preprint Aug 2026

An Explainable Coherence Score for Detecting Temporal Inconsistencies in Political News

The Temporal Coherence Score (TCS), a continuous, intrinsically interpretable metric that quantifies the temporal coherence of a news article, is introduced by a four-stage pipeline: extraction of temporal facts, construction of a temporal knowledge graph, hierarchical verification against internal consistency rules an...

M. Pantea, Adrian Groza · 0 citations
#artificial intelligence Preprint Aug 2026

Memory-First Fact-Checking: A Knowledge-Graph-Grounded Multi-Agent System for Misinformation Detection

A hybrid fact-checking framework that integrates Knowledge Graph-based semantic memory with adversarial multi-agent reasoning for explainable misinformation detection and a graph-aware confidence mechanism combines semantic similarity, NLI confidence, and structural graph evidence to determine whether internal knowledg...

Amelia Petrenciuc, Alexandru Lecu, Adrian Groza · 0 citations

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