Aligning Language Models with Selective Prediction

Gaoxiang Luo, Yifan Wu, Sinian Zhang +2

Large language models (LLMs) are increasingly deployed as critical decision-making components in high-stakes real-world AI systems, rendering LLM reliability a foremost practical c…