Evolutionary Search for Automated Design of Uncertainty Quantification Methods

Mikhail Seleznyov, Daniil Korbut, Viktor Moskvoretskii +3

Uncertainty quantification (UQ) methods for large language models are predominantly designed by hand based on domain knowledge and heuristics, limiting their scalability and genera…