model confidence
A measure of how certain a model is about its predictions, typically represented through probabilities or scores that reflect the model's assurance regarding the correctness of its outputs.
- CoCoA: A Minimum Bayes Risk Framework Bridging Confidence and Consistency for Uncertainty Quantification in LLMs
- Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
- Rethinking Entropy in Test-Time Adaptation: The Missing Piece from Energy Duality
- Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation