cs.CL（2024-04-24）

📊 共 20 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (19) 支柱二：RL算法与架构 (RL & Architecture) (1 🔗1)

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

#题目一句话要点标签🔗⭐
1 From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models 提出多约束复杂指令跟随能力提升方法以解决LLMs的局限性 large language model instruction following
2 Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs 提出Chain-of-X方法以拓展大语言模型的推理能力 large language model chain-of-thought
3 CORM: Cache Optimization with Recent Message for Large Language Model Inference 提出CORM以优化大语言模型推理中的KV缓存问题 large language model
4 Investigating Adversarial Trigger Transfer in Large Language Models 揭示大语言模型中对抗触发器的转移性问题 large language model
5 The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models 提出PRISM数据集以解决大语言模型对人类反馈的多样性问题 large language model
6 A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry 评估大型语言模型在医疗行业应用的综合调查 large language model
7 KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering 提出KS-LLM以解决大语言模型知识选择问题 large language model
8 CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code 提出CodeIP以解决代码生成模型水印信息不足的问题 large language model
9 Can Foundational Large Language Models Assist with Conducting Pharmaceuticals Manufacturing Investigations? 利用大型语言模型提升制药制造调查效率 large language model
10 Let's Think Dot by Dot: Hidden Computation in Transformer Language Models 提出无意义填充符以解决Transformer模型的计算问题 large language model chain-of-thought
11 The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews 利用大型语言模型加速系统评价筛选过程的研究 large language model chain-of-thought
12 Exploring LLM Prompting Strategies for Joint Essay Scoring and Feedback Generation 探索LLM提示策略以实现联合作文评分与反馈生成 large language model chain-of-thought
13 Homonym Sense Disambiguation in the Georgian Language 提出基于LLM的格鲁吉亚语同义词消歧方法 large language model
14 Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall 提出FACT-BENCH以全面评估LLMs的事实知识回忆能力 large language model
15 Detecting Conceptual Abstraction in LLMs 提出一种新方法以检测大型语言模型中的名词抽象 large language model
16 URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression 提出通用参考知识链接方法以解决多样化任务问题 instruction following
17 Hybrid LLM/Rule-based Approaches to Business Insights Generation from Structured Data 提出混合LLM与规则系统的方法以生成商业洞察 large language model
18 Return of EM: Entity-driven Answer Set Expansion for QA Evaluation 提出基于实体驱动的答案集扩展方法以提升QA评估 large language model
19 Retrieval Head Mechanistically Explains Long-Context Factuality 提出检索头机制以解释长上下文中的事实性问题 chain-of-thought

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗⭐
20 Nyonic Technical Report 提出在线数据调度器以优化自定义大语言模型的训练 curriculum learning large language model ✅

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