uncertainty-estimation

Natural Gradient Boosting for Probabilistic Prediction

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

Code for evaluating uncertainty estimation methods for Transformer-based architectures in natural language understanding tasks.