2 papers
cs.CL2025
Systematic Evaluation of Uncertainty Estimation Methods in Large Language Models
Christian Hobelsberger, Theresa Winner, Andreas Nawroth +2
Large language models (LLMs) produce outputs with varying levels of uncertainty, and, just as often, varying levels of correctness; making their practical reliability far from guar…
cs.CR2025
Guardians of the Regime: Secret Police Formation in Autocracies
Marius Mehrl, Mila Pfander, Theresa Winner +1
Autocrats use secret police to stay in power, as these organizations deter and suppress opposition to their rule. Existing research shows that secret police succeed at this but, su…