Conformalized Large Language Models under Configuration Shift
cs.LG
Submitted: 2026-08-02
Updated: 2026-08-30
Terminology
Sources
- A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
- Gemma 3 Technical Report
- Statistically-Lossless Quantization of Large Language Models
- Language Models (Mostly) Know What They Know
- Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
- A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions
- The Llama 3 Herd of Models
- Multi-Distribution Robust Conformal Prediction
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