3 papers
cs.AI2026
Review Before Trust: Source-Grounded Integrity Gates for AI-Assisted Personal Health Records
Nora Girda, Adrian Groza
Large language models can convert medical documents into structured data, but plausible output may still be unsupported by the source. Persisting such output in a longitudinal heal…
cs.CL2026
Memory-First Fact-Checking: A Knowledge-Graph-Grounded Multi-Agent System for Misinformation Detection
Amelia Petrenciuc, Alexandru Lecu, Adrian Groza
This paper introduces a hybrid fact-checking framework that integrates Knowledge Graph-based semantic memory with adversarial multi-agent reasoning for explainable misinformation d…
cs.AI2026
An Explainable Coherence Score for Detecting Temporal Inconsistencies in Political News
Marius Nicusor Pantea, Adrian Groza
Temporal inconsistencies, such as mandates attributed outside their real interval, events presented as past before they occurred, or inverted causal sequences, are a form of politi…