cs.CL（2025-05-02）

📊 共 17 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (14 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱八：物理动画 (Physics-based Animation) (1)

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

#题目一句话要点标签🔗⭐
1 Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models 提出Synthetic-on-Graph以解决大语言模型数据效率低下问题 large language model chain-of-thought
2 Enhancing ML Model Interpretability: Leveraging Fine-Tuned Large Language Models for Better Understanding of AI 提出基于微调大语言模型的交互式聊天机器人以提升机器学习模型可解释性 large language model
3 On the effectiveness of Large Language Models in the mechanical design domain 评估大型语言模型在机械设计领域的有效性 large language model
4 Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models 利用大语言模型生成高保真多平台社交媒体数据集 large language model
5 Helping Large Language Models Protect Themselves: An Enhanced Filtering and Summarization System 提出增强过滤与摘要系统以保护大型语言模型 large language model
6 Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs 提出图结构多模态变换器以提升多模态情感分析效率 multimodal
7 Do We Need a Detailed Rubric for Automated Essay Scoring using Large Language Models? 探讨简化评分标准在自动化作文评分中的有效性 large language model
8 Large Language Model-Driven Dynamic Assessment of Grammatical Accuracy in English Language Learner Writing 提出基于大型语言模型的动态评估方法以提升英语写作准确性 large language model
9 AURA: A Diagnostic Framework for Tracking User Satisfaction of Interactive Planning Agents 提出AURA框架以解决用户满意度评估不足问题 large language model instruction following
10 Always Tell Me The Odds: Fine-grained Conditional Probability Estimation 提出精细化条件概率估计模型以解决不确定性预测问题 large language model
11 PREMISE: Matching-based Prediction for Accurate Review Recommendation 提出PREMISE以解决多模态评论推荐的准确性问题 multimodal
12 Leveraging LLMs to Create Content Corpora for Niche Domains 提出一种利用大型语言模型生成特定领域内容语料库的方法 large language model
13 MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning 提出MateICL以解决大规模上下文学习中的注意力分散问题 large language model ✅
14 Position: Enough of Scaling LLMs! Lets Focus on Downscaling 提出下缩小大型语言模型的新框架以应对资源消耗问题 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 Deliberate Planning in Language Models with Symbolic Representation 提出SymPlanner框架以解决语言模型规划中的多步骤行动序列问题 world model large language model
16 Llama-Nemotron: Efficient Reasoning Models 提出Llama-Nemotron系列模型以提升推理效率与能力 reinforcement learning distillation

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#题目一句话要点标签🔗⭐
17 VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language 提出VTS-LLM以解决船舶交通服务中的交互决策支持问题 spatiotemporal multimodal

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