Uncertainty Quantification of Large Language Models using Approximate Bayesian Computation. - Mridul Sharma; Adeetya Patel; Zaneta D' Souza; Samira Abbasgholizadeh Rahimi; Siva Reddy; Sreenath Arekunnath Madathil (CoRR, 2025)