cs.CL（2024-04-25）

📊 共 21 篇论文 | 🔗 4 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (19 🔗4) 支柱二：RL算法与架构 (RL & Architecture) (2)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (19 篇)

#题目一句话要点标签🔗⭐
1 Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models 提出基于大语言模型的知识图谱类成员关系评估方法 large language model chain-of-thought
2 Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models 提出Cant数据集与CantCounter框架以解决语言模型对暗语的理解问题 large language model ✅
3 Large Language Models in the Clinic: A Comprehensive Benchmark 构建ClinicBench基准以评估临床中的大型语言模型 large language model ✅
4 Understanding Privacy Risks of Embeddings Induced by Large Language Models 研究大语言模型嵌入的隐私风险及其解决方案 large language model
5 Evaluating Consistency and Reasoning Capabilities of Large Language Models 评估大型语言模型的一致性与推理能力 large language model
6 A Survey of Generative Search and Recommendation in the Era of Large Language Models 提出生成搜索与推荐框架以应对信息匹配问题 large language model
7 Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning 提出一种方法以提升常识生成的多样性 large language model
8 Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark 提出评估框架以提升大语言模型在时间序列理解中的能力 large language model
9 Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums 利用大型语言模型识别青少年在线论坛中的心理健康因素 large language model
10 Tele-FLM Technical Report 提出Tele-FLM以高效扩展大语言模型至52B参数 large language model foundation model
11 LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding 提出LayerSkip以加速大语言模型推理 large language model ✅
12 Player-Driven Emergence in LLM-Driven Game Narrative 通过LLM驱动的游戏叙事实现玩家主导的涌现行为 large language model
13 Make Your LLM Fully Utilize the Context 提出信息密集训练以解决长上下文信息利用不足问题 large language model ✅
14 Influence of Solution Efficiency and Valence of Instruction on Additive and Subtractive Solution Strategies in Humans and GPT-4 比较人类与GPT-4在问题解决中的加法与减法策略 large language model
15 Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities 提出FAIGC新分类法以应对假人工智能生成内容的挑战 large language model
16 LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications 利用LLM识别电子健康记录中的相关部分以提升医疗效率 large language model
17 Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks 提出评估基准分布假设的鲁棒性分析方法 large language model
18 Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents 提出GovSim以研究LLM代理的可持续合作问题 large language model
19 Interpreting Answers to Yes-No Questions in Dialogues from Multiple Domains 提出一种新方法以解决对话中间接回答的理解问题 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🔗⭐
20 Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation 提出LLaMA-Clinic以解决临床笔记生成的适应性问题 reinforcement learning large language model
21 SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings 提出SetCSE以解决复杂语义信息检索问题 contrastive learning

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