Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Zhen Lin, Shubhendu Trivedi, Jimeng Sun

Large language models (LLMs) specializing in natural language generation (NLG) have recently started exhibiting promising capabilities across a variety of domains. However, gauging…