cs.AI（2025-12-02）

📊 共 9 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (6 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (6 篇)

#题目一句话要点标签🔗⭐
1 Medication counseling with large language models: balancing flexibility and rigidity 提出一种平衡灵活性与严谨性的LLM药物咨询系统，解决药房场景中的错误风险。 large language model
2 LORE: A Large Generative Model for Search Relevance LORE：电商搜索领域基于大型生成模型的相关性框架，提升GoodRate指标27%。 chain-of-thought
3 Martingale Score: An Unsupervised Metric for Bayesian Rationality in LLM Reasoning 提出Martingale Score，用于评估LLM推理中贝叶斯理性程度的无监督指标 large language model
4 Can machines perform a qualitative data analysis? Reading the debate with Alan Turing 基于图灵思想重构LLM在定性数据分析中的应用，关注可比性而非可能性 large language model
5 Towards Contextual Sensitive Data Detection 提出上下文敏感数据检测方法，提升开放数据场景下的隐私保护能力 large language model ✅
6 Process-Centric Analysis of Agentic Software Systems 提出Graphectory，用于对Agentic软件系统进行过程中心分析，揭示其推理、规划和行为模式。 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
7 OmniGuard: Unified Omni-Modal Guardrails with Deliberate Reasoning OmniGuard：基于审慎推理的统一全模态安全防护系统 distillation large language model multimodal
8 The brain-AI convergence: Predictive and generative world models for general-purpose computation 脑-AI融合：基于预测和生成世界模型的通用计算框架 world model

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#题目一句话要点标签🔗⭐
9 Culture Affordance Atlas: Reconciling Object Diversity Through Functional Mapping 提出文化功能可供性图谱，通过功能映射弥合对象多样性中的文化差异。 affordance

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