Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference

Ke Shen, Mayank Kejriwal

Despite their impressive performance, large language models (LLMs) such as ChatGPT are known to pose important risks. One such set of risks arises from misplaced confidence, whethe…