为开放法律任务设计的评分标准引导诊断基准，提升法律AI系统评估的可靠性和可解释性。
arXiv:2606.09389v1 Announce Type: new Abstract: As large language models (LLMs) are increasingly applied to real-world legal tasks, evaluating the rel…
最新研究为视频多模态大模型的时间感知能力设计诊断基准，聚焦瞬时视觉事件，暴露模型在极短事件上的理解缺陷。
arXiv:2606.02522v1 Announce Type: cross Abstract: Video multimodal large language models (MLLMs) have made rapid progress on general and long-form vid…
基于心理学理论，系统性诊断大语言模型社交智能的全新基准NICE发布，填补了现有评估缺陷。
arXiv:2605.29685v1 Announce Type: new Abstract: As large language models (LLMs) are increasingly applied in social contexts such as emotional companio…