cs.AI(2024-09-05)

📊 共 13 篇论文 | 🔗 1 篇有代码

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支柱九:具身大模型 (Embodied Foundation Models) (11 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (2)

🔬 支柱九:具身大模型 (Embodied Foundation Models) (11 篇)

#题目一句话要点标签🔗
1 Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation 提出战略性思维链(SCoT)方法,提升LLM在复杂推理任务中的准确性 large language model chain-of-thought
2 Multimodal Laryngoscopic Video Analysis for Assisted Diagnosis of Vocal Fold Paralysis 提出MLVAS系统,利用多模态喉镜视频分析辅助声带麻痹诊断 multimodal
3 Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation DQABench:首个面向LLM数据库问答的综合基准与评测框架 large language model
4 iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models 提出iText2KG以解决知识图谱构建中的主题依赖和后处理问题 large language model
5 Recent Advances in Attack and Defense Approaches of Large Language Models 综述大型语言模型攻防研究进展,分析安全挑战与未来方向 large language model
6 ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding 提出ChartMoE,利用混合专家连接器提升图表理解能力 large language model multimodal
7 Content Moderation by LLM: From Accuracy to Legitimacy 提出基于合法性的LLM内容审核框架,提升平台治理能力 large language model
8 Harnessing LLMs for Cross-City OD Flow Prediction 利用大语言模型进行跨城市OD流量预测 large language model
9 TRACE-CS: A Hybrid Logic-LLM System for Explainable Course Scheduling TRACE-CS:混合逻辑-LLM系统,用于可解释的课程调度 large language model
10 Hardware Acceleration of LLMs: A comprehensive survey and comparison 针对LLM硬件加速,提出全面综述与公平技术对比框架 large language model
11 MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation 提出MAS4POI,利用多智能体协作系统提升下一地点推荐效果 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🔗
12 Game On: Towards Language Models as RL Experimenters 提出一种基于VLM的强化学习实验自动化框架,实现具身智能体控制领域的自动掌握。 reinforcement learning language conditioned
13 InfraLib: Enabling Reinforcement Learning and Decision-Making for Large-Scale Infrastructure Management InfraLib:用于大规模基础设施管理的强化学习与决策开源框架 reinforcement learning

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