一作ACL 2026Poster· Natural Language Processing
IUQ : Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation
Haozhi Fan · Jinhao Duan · Kaidi Xu
摘要
Despite the rapid advancement of Large Language Models (LLMs), uncertainty quantification in LLM generation is a persistent challenge. Although recent approaches have achieved strong performance by restricting LLMs to produce short or constrained answer sets, many real-world applications require...