cs.CL（2025-12-31）

📊 共 11 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (10) 支柱二：RL算法与架构 (RL & Architecture) (1)

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

#	题目	一句话要点	标签	🔗	⭐
1	Do Large Language Models Know What They Are Capable Of?	探讨大型语言模型的自我能力认知与决策改进	large language model
2	Large language models and the entropy of English	利用大语言模型揭示英语文本的长程结构	large language model
3	Compute-Accuracy Pareto Frontiers for Open-Source Reasoning Large Language Models	针对开源推理大语言模型，构建计算-精度帕累托前沿，优化模型选择。	large language model
4	Understanding and Steering the Cognitive Behaviors of Reasoning Models at Test-Time	提出CREST，通过干预注意力头引导LLM推理，提升效率和准确率。	large language model chain-of-thought
5	Adaptive Dependency-aware Prompt Optimization Framework for Multi-Step LLM Pipeline	提出ADOPT框架，自适应优化多步LLM流水线中的提示，解决依赖建模难题。	large language model
6	Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements	提出Encyclo-K，通过动态组合知识语句评估LLM的综合理解能力	large language model
7	Vibe Coding, Interface Flattening	分析“Vibe Coding”范式，揭示大模型驱动软件开发中界面扁平化与控制权转移的矛盾。	large language model
8	MUSIC: MUlti-Step Instruction Contrast for Multi-Turn Reward Models	提出MUSIC：多步指令对比方法，提升多轮对话奖励模型性能	large language model
9	Quantum Visual Word Sense Disambiguation: Unraveling Ambiguities Through Quantum Inference Model	提出量子推理模型以解决视觉词义消歧问题	large language model
10	Safe in the Future, Dangerous in the Past: Dissecting Temporal and Linguistic Vulnerabilities in LLMs	揭示大语言模型在语言和时间维度上的安全漏洞，提出不变对齐方法。	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	Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models	提出Youtu-LLM，一种轻量级且具备原生Agent能力的语言模型，性能超越同规模模型。	distillation large language model

⬅️ 返回 cs.CL 首页 · 🏠 返回主页