cs.CL(2025-01-13)

📊 共 15 篇论文 | 🔗 2 篇有代码

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支柱九:具身大模型 (Embodied Foundation Models) (13 🔗1) 支柱五:交互与反应 (Interaction & Reaction) (1 🔗1) 支柱一:机器人控制 (Robot Control) (1)

🔬 支柱九:具身大模型 (Embodied Foundation Models) (13 篇)

#题目一句话要点标签🔗
1 Imagine while Reasoning in Space: Multimodal Visualization-of-Thought 提出多模态思维可视化(MVoT),增强MLLM在空间推理任务中的表现 large language model multimodal chain-of-thought
2 Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model 探索大型音频语言模型中的思维链推理,提升跨模态音频理解能力 instruction following chain-of-thought
3 A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks 提出HMG-Emo框架,利用异构多模态图学习进行社交网络用户情绪识别。 multimodal
4 Emergent effects of scaling on the functional hierarchies within large language models 通过分析LLM内部激活,揭示模型规模对功能层级结构涌现的影响 large language model
5 Investigating Large Language Models in Inferring Personality Traits from User Conversations 利用大语言模型从用户对话中推断人格特质,中间步骤提升准确性 large language model
6 Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models 提出PMT2I,利用多语言提示增强大型多模态模型中的文本到图像生成能力 multimodal
7 LLMic: Romanian Foundation Language Model LLMic:面向罗马尼亚语的开源基础语言模型,性能媲美大型模型 large language model foundation model
8 GPT as a Monte Carlo Language Tree: A Probabilistic Perspective 提出基于蒙特卡洛语言树的GPT概率视角分析框架,揭示LLM的模式匹配本质 large language model chain-of-thought
9 The Lessons of Developing Process Reward Models in Mathematical Reasoning 针对数学推理中过程奖励模型,提出共识过滤机制并改进评估框架,提升模型性能和数据效率。 large language model
10 TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time TiEBe:通过时间追踪语言模型对全球重大事件的记忆能力 large language model
11 Advancing Student Writing Through Automated Syntax Feedback 提出Essay-Syntax-Instruct数据集,微调LLM以提升学生写作语法能力 large language model
12 Enhancing Talent Employment Insights Through Feature Extraction with LLM Finetuning 利用LLM微调提取职位信息特征,提升人才就业洞察 large language model
13 FinerWeb-10BT: Refining Web Data with LLM-Based Line-Level Filtering 提出基于LLM的行级过滤方法FinerWeb-10BT,提升LLM训练数据质量和效率 large language model

🔬 支柱五:交互与反应 (Interaction & Reaction) (1 篇)

#题目一句话要点标签🔗
14 Leveraging ASIC AI Chips for Homomorphic Encryption 提出CROSS框架,利用AI芯片加速同态加密,实现ASIC级别的能效。 OMOMO

🔬 支柱一:机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗
15 Exploring the encoding of linguistic representations in the Fully-Connected Layer of generative CNNs for Speech 探索语音生成CNN全连接层中语言表征的编码方式 manipulation

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