cs.CL（2023-12-01）

📊 共 11 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (9 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (9 篇)

#题目一句话要点标签🔗⭐
1 SeaLLMs -- Large Language Models for Southeast Asia 提出SeaLLMs以解决东南亚语言资源不足问题 large language model instruction following
2 Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models? 探讨法律判决摘要中的偏见问题及其影响 large language model
3 On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs 探讨大型语言模型与知识图谱的推理能力 large language model
4 Conceptual Engineering Using Large Language Models 基于大语言模型的概念工程方法提出 large language model
5 Hyperparameter Optimization for Large Language Model Instruction-Tuning 提出超参数优化方法以提升大语言模型的指令微调效果 large language model
6 The Efficiency Spectrum of Large Language Models: An Algorithmic Survey 综述大语言模型的效率谱，解决计算与内存需求挑战 large language model ✅
7 CoLLiE: Collaborative Training of Large Language Models in an Efficient Way 提出CoLLiE以高效协作训练大型语言模型 large language model ✅
8 The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models 提出压缩技术对语言模型参数知识影响的系统分析 large language model
9 Instruction-tuning Aligns LLMs to the Human Brain 研究指令微调以提升大型语言模型与人脑的对齐性 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🔗⭐
10 RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback 提出RLHF-V以解决多模态大语言模型的幻觉问题 RLHF direct preference optimization large language model ✅
11 Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs 提出AugURE以增强无监督关系抽取的多样性与效果 representation learning contrastive learning

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