一作ACL 2026Poster· Natural Language Processing
Large Language Models Are Bad Dice Players: LLM s Struggle to Generate Random Numbers from Statistical Distributions
Minda Zhao · Yilun Du · Mengyu Wang
摘要
As large language models (LLMs) transition from chat interfaces to integral components of stochastic pipelines and systems approaching general intelligence, the ability to faithfully sample from specified probability distributions has become a functional requirement rather than a theoretical curi...