Maiya Goloburda

Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search

Multidimensional Uncertainty Quantification via Optimal Transport

CoCoA: A Minimum Bayes Risk Framework Bridging Confidence and Consistency for Uncertainty Quantification in LLMs

Sherkala-Chat: Building a State-of-the-Art LLM for Kazakh in a Moderately Resourced Setting