Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation

Dhrupad Bhardwaj, Julia Kempe, Tim G. J. Rudner

To deploy large language models (LLMs) in high-stakes application domains that require substantively accurate responses to open-ended prompts, we need reliable, computationally ine…