4 papers
Ontological Instability and Statistical Amplification: The Paradox of "Humanizing" LLM-Generated Text
Claudiu Creanga, Liviu Dinu
Supervised AI-text detectors report high benchmark accuracy, but it is not clear what their decisions are based on. We analyze a RoBERTa-based detector under semantic, structural,…
Who Warmed the Archives? LLMs Overestimate Historical Warmth
Claudiu Creanga, Liviu P. Dinu
Historical archives are an under-used source for extending the instrumental climate record backward in time, and LLMs offer a way to extract the indices climatologists derive by ha…
The Rashomon Wikipedia: A Data-Perspectivist Analysis of Divergent Historical Narratives
Claudiu Creanga, Liviu P. Dinu, Anca Dinu
Wikipedia aims to provide a unified, neutral record of history, yet its independent language editions often function as distinct epistemic communities, creating divergent narrative…
Back to Back with a Copy: A Computational Analysis of AI-Generated Visual Contemporary Art Pastiches
Anca Dinu, Andreiana Mihail, Andra-Maria Florescu +2
The aim of this paper is twofold. First, it investigates whether newer generative models are getting better at pastiching contemporary artworks. Second, it explores the consistency…