Multi-group Uncertainty Quantification for Long-form Text Generation

Terrance Liu, Zhiwei Steven Wu

While past works have shown how uncertainty quantification can be applied to large language model (LLM) outputs, the question of whether resulting uncertainty guarantees still hold…