为大模型应用场景选择提供诊断工具，探究语言驱动赌博机何时需要LLM。
arXiv:2604.05859v2 Announce Type: replace Abstract: We study Contextual Multi-Armed Bandits (CMABs) for non-episodic decision-making problems where th…
展示如何利用LLM构建可问责的人机协商框架，扩大集体智能。
arXiv:2605.26940v1 Announce Type: new Abstract: Large language models (LLMs) can support democratic deliberation at scales previously constrained by t…
LLM在开放域自然语言驱动分子生成中的表现评估，新基准揭示文本到分子对齐的挑战。
arXiv:2412.14642v4 Announce Type: replace Abstract: Recently, Large Language Models (LLMs) have demonstrated great potential in natural language-drive…
提出DarkLLM框架，利用大语言模型自动生成语言驱动的对抗样本，攻破NLP模型防线
arXiv:2605.18868v1 Announce Type: cross Abstract: While vision and multimodal foundation models underpin critical tasks from perception to complex rea…