cs.CL（2026-08-25）

📊 共 13 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (8) 支柱二：RL算法与架构 (RL & Architecture) (3) 支柱一：机器人控制 (Robot Control) (1) 支柱三：空间感知与语义 (Perception & Semantics) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#题目一句话要点标签🔗⭐
1 Quantization Effects on Bangla Language Understanding in Large Language Models: A Systematic Evaluation 系统评估量化对孟加拉语理解的影响 large language model
2 Speech-to-SOAP: End-to-End Summarization of Medical Dialogues: KIT@BeTraC 2026 提出一种端到端的医疗对话摘要生成方法以减轻医务工作者负担 large language model foundation model instruction following
3 BrowserForge: Scaling Web Episode via Parallel Browser Sandboxes 提出BrowserForge以解决大规模生成网页交互数据的问题 multimodal chain-of-thought
4 SENSESHIFT: Continuous Sentiment-Controlled Text Generation via Encoder-based Mask Infilling 提出SENSESHIFT以解决细粒度情感控制文本生成问题 large language model
5 When Less Is More: An Empirical Study of Minimal Responses in Counseling Dialogues and the Behavior of LLMs 提出最小响应分析以优化心理咨询对话系统 large language model
6 ROBE: Reversed-Order-Biased-Experts for Extracting Extreme Long-tail Events from Historical Texts 提出ROBE方法以解决历史文本中极端长尾事件提取问题 large language model
7 Measuring Digital Labour Market Transitions with a Digital Semantic Score: An AI-Based Methodology Applied to the Dutch Labour Market 提出基于AI的方法以分析荷兰数字劳动市场转型 large language model
8 AgentSpec: Speculative Decoding for Batch Inference of LLM Agents 提出AgentSpec以解决LLM代理推理效率低下问题 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
9 FARCA: Fact-Aligned Reliability-Aware Credit Assignment for Reinforcement Learning with Factual Supervision 提出FARCA以解决强化学习中的事实监督问题 reinforcement learning large language model
10 SkillForge: Evolving Verifiable Skills for Reinforcement Learning Agents 提出SkillForge以解决RL代理技能验证与演化问题 reinforcement learning large language model
11 Ockhamareto: Pareto-Gated Segment-Level Credit Assignment for Concise Unit-Test Generation with Reinforcement Learning 提出Ockhamareto以解决单元测试生成中的效率与有效性问题 reinforcement learning

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
12 One Timeline, Many Renderings: A Wolfram Language Paclet for heterogeneous musical output 提出Temporal System以解决音乐输出异构性问题 OSC

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

#题目一句话要点标签🔗⭐
13 Words, Spaces and Generative AI: Layers of language in contemporary architecture 探讨语言在生成AI架构设计中的应用与挑战 affordance

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