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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…
cs.AI2026
From ML Predictions to Informed Diagnostic Assistance Using the Toulmin Model of Argumentation
Anca Marginean, Adrian Groza
To provide a structured and interpretable assessment, we decompose the image-based diagnosis into components following the Toulmin model of argumentation. This model consists of a…