cs.CL(2025-03-15)

📊 共 10 篇论文 | 🔗 2 篇有代码

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支柱九:具身大模型 (Embodied Foundation Models) (8 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (2 🔗1)

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

#题目一句话要点标签🔗
1 Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes 结合CoT与RAG提升LLM在临床笔记中罕见病诊断的准确性 large language model foundation model chain-of-thought
2 Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models 分析大型视觉-语言模型对多模态讽刺的感知差异,揭示其主观性和不确定性。 multimodal
3 Large Language Models in Legislative Content Analysis: A Dataset from the Polish Parliament 构建波兰议会立法内容分析数据集,探索LLM在法律领域的应用潜力。 large language model
4 Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models 提出信息引导探针,用于识别专有大语言模型中的训练数据印记 large language model
5 The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation 发布Lucie-7B多语言大模型及训练数据集,着重解决现有模型中以英语为中心的偏见问题。 large language model foundation model
6 Interpretation Gaps in LLM-Assisted Comprehension of Privacy Documents 揭示LLM辅助理解隐私政策时存在的解释偏差问题 large language model
7 RECSIP: REpeated Clustering of Scores Improving the Precision RECSIP:通过重复聚类评分提高大语言模型精度 large language model
8 TLUE: A Tibetan Language Understanding Evaluation Benchmark 提出TLUE:首个大规模藏语理解评估基准,用于评估LLM在藏语上的能力。 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🔗
9 Applications of Large Language Model Reasoning in Feature Generation 探索大语言模型推理在特征生成中的应用,提升机器学习任务性能 reinforcement learning distillation large language model
10 PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing 面向普适计算,提出高效的周边语言模型硬件协同设计PLM reinforcement learning preference learning RLHF

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