cs.CL（2026-08-20）

📊 共 19 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17) 支柱二：RL算法与架构 (RL & Architecture) (2)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#题目一句话要点标签🔗⭐
1 When Machines Speak: A Unified Generative Framework for Integrating Machine-Native Symbols into Pretrained Large Language Models 提出UniLang框架以解决语言模型与机器符号的整合问题 large language model
2 Automated Summarization of Financial News Using Large Language Models and Retrieval-Augmented Generation: An Early Empirical Study (Fall 2023) 利用大型语言模型和检索增强生成技术自动化金融新闻摘要 large language model
3 ConceptGuard: Benchmarking Context-Sensitive Unlearning in Large Language Models 提出ConceptGuard以解决大语言模型的上下文敏感性遗忘问题 large language model
4 FormalTCS: Benchmarking End-to-End Frontier Formal Theoretical Computer Science Research of Large Language Models 提出FormalTCS基准以评估大语言模型在理论计算机科学研究中的表现 large language model
5 When Text and Numbers Disagree: Evidence Arbitration in Large Language Models 提出合成基准以解决大语言模型证据仲裁问题 large language model
6 OenoBench: A Wine-Domain Benchmark for Knowledge-Grounded Evaluation of Large Language Models 提出OenoBench以评估大型语言模型在葡萄酒领域的知识能力 large language model
7 HealMed: Multilingual Evaluation of Large Language Models in Medicine 提出HealMed基准以评估医学领域多语言大语言模型的性能 large language model
8 Robust Incomplete Multimodal Sentiment Analysis via Iterative Proxy Correction 提出迭代代理修正框架以解决多模态情感分析中的不完整性问题 multimodal
9 Dynamic Gated Cross-Modal Fusion with Sarcastic-aware Contrastive Regularization for Multimodal Sarcasm Detection 提出动态门控跨模态融合以解决多模态讽刺检测问题 multimodal
10 Projector Is All You Train 提出仅训练投影器以提升多模态大语言模型性能 large language model multimodal
11 Auditing Cross-Lingual Fairness in Language Model Watermarking 提出跨语言公平性审计框架以优化语言模型水印评估 large language model
12 FlashPrefill V2: Block-Sparse Prefill Attention for Long-Context LLM Serving 提出FlashPrefill V2以解决长上下文LLM服务中的注意力计算瓶颈 large language model
13 The Asymmetric Harms of LLM Compression 系统评估LLM压缩对知识保留和偏见的影响 large language model
14 Mitigating Identity Essentialism in LLM Agents with Longitudinal Life Trajectories 提出LifeMem框架以解决LLM代理中的身份本质主义问题 large language model
15 Generating Diverse Personas for User Simulators to Test Interview Dialogue Systems 提出自动生成用户角色以测试面试对话系统的方法 large language model
16 Does Listening Matter? Backchanneling and Nodding in AI Clone 通过多模态听觉行为提升AI克隆的真实感与存在感 multimodal
17 Mitigating Identity Essentialism in LLM Agents with Longitudinal Life Trajectories 提出LifeMem框架以解决LLM代理中的身份本质主义问题 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🔗⭐
18 Multi-Agent Orchestration with the Common-Sense Reasoning Capabilities of LLMs for Autonomous Driving 提出混合框架以解决自主驾驶中的上下文推理问题 reinforcement learning PPO large language model
19 Reward-Guided Autoregressive Graph Generation for Efficient Multi-Agent Communication Topology Design 提出奖励引导的自回归图生成方法以优化多智能体通信拓扑设计 reinforcement learning RLHF

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