cs.CL(2025-05-06)

📊 共 16 篇论文

🎯 兴趣领域导航

支柱九:具身大模型 (Embodied Foundation Models) (14) 支柱二:RL算法与架构 (RL & Architecture) (2)

🔬 支柱九:具身大模型 (Embodied Foundation Models) (14 篇)

#题目一句话要点标签🔗
1 Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models 提出长短链思维混合监督微调以解决模型过度思考问题 large language model chain-of-thought
2 Advancing Conversational Diagnostic AI with Multimodal Reasoning 提出多模态推理以提升对话式诊断AI的能力 large language model multimodal
3 SLOT: Structuring the Output of Large Language Models 提出SLOT以解决大语言模型输出结构化问题 large language model
4 Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions 综述大语言模型在科学假设生成与验证中的应用与未来方向 large language model multimodal symbolic grounding
5 MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks 提出MedArabiQ基准以评估阿拉伯医学领域的语言模型 large language model
6 TeleEval-OS: Performance evaluations of large language models for operations scheduling 提出TeleEval-OS以评估大语言模型在电信调度中的表现 large language model
7 Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction 结合大语言模型与传统深度学习以预测健康社会决定因素 large language model
8 BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models 提出BadLingual以解决大语言模型的语言后门攻击问题 large language model
9 Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis 提出ConfiDx以解决诊断不确定性问题 large language model
10 Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation 提出轻量级临床决策支持系统以提升医疗决策准确性 large language model foundation model
11 Faster MoE LLM Inference for Extremely Large Models 提出Faster MoE LLM推理方法以优化超大模型效率 large language model
12 A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient 提出相对危险系数以评估大型语言模型的伦理与安全缺口 large language model
13 Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework 提出AUGMENT框架以解决LLMs审计中的语言敏感性问题 large language model
14 Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback 提出Ψ-Arena以解决LLM心理咨询师评估不足问题 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🔗
15 Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation 提出Recall with Reasoning方法以提升Mamba的长上下文记忆能力 Mamba distillation chain-of-thought
16 SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation 提出SepALM以解决复杂环境下语音分离问题 distillation large language model chain-of-thought

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