cs.CL（2024-09-28）

📊 共 12 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (10 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1) 支柱六：视频提取与匹配 (Video Extraction) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (10 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Visual Question Decomposition on Multimodal Large Language Models	提出DecoVQA+数据集和选择性分解微调流程，提升多模态大语言模型视觉问题分解能力	large language model multimodal
2	'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants	考察大型语言模型作为质性研究参与者的可行性与伦理问题	large language model
3	INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble Learning	INSIGHTBUDDY-AI：利用大型语言模型和集成学习进行药物提取和实体链接	large language model	✅
4	Designing Domain-Specific Large Language Models: The Critical Role of Fine-Tuning in Public Opinion Simulation	通过微调领域特定大语言模型，提升公共舆情模拟的准确性和代表性	large language model
5	Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models	提出基于蒙特卡洛树搜索的零样本多跳问答框架，提升复杂推理任务性能。	large language model
6	Performance Evaluation of Tokenizers in Large Language Models for the Assamese Language	评估大型语言模型分词器在阿萨姆语上的性能，揭示低资源语言多语言支持的优劣。	large language model
7	HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations	提出HealthQ框架以评估医疗对话中的提问能力	large language model chain-of-thought
8	Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach	提出基于一阶近似的可扩展微调方法，高效利用多源数据提升语言模型性能	chain-of-thought
9	Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks	提出TIKTOC框架，利用测试用例信息改进开放式编程任务的知识追踪	large language model
10	Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios	Perception Compressor：一种长文本场景下免训练的提示压缩框架	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
11	Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs	提出EMG-RAG框架，利用可编辑记忆图谱增强检索增强生成，为用户打造个性化智能体。	reinforcement learning large language model

🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
12	Inducing lexicons of in-group language with socio-temporal context	提出一种结合社会时间上下文的内群体语言词典生成方法。	MANO

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