cs.CL（2023-10-07）

📊 共 11 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

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

#	题目	一句话要点	标签	🔗	⭐
1	Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages	提出Chat Vector以解决多语言指令跟随与模型对齐问题	large language model instruction following	✅
2	Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models	提出残差连接提示以提升大语言模型的多步推理能力	large language model chain-of-thought
3	Data-Centric Financial Large Language Models	提出数据中心化方法以提升金融领域大语言模型性能	large language model
4	An Evaluation of State-of-the-Art Large Language Models for Sarcasm Detection	评估先进大语言模型在讽刺检测中的应用效果	large language model
5	Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU	提出IndoMMLU基准以评估印尼语言模型能力	large language model
6	FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets	提出FinGPT以解决金融领域大语言模型的适应性问题	large language model
7	Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning	提出不确定性感知的上下文学习框架以提升大型语言模型的可靠性	large language model
8	The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning	研究模型规模对语言模型核心能力的影响	large language model
9	Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy	提出一种多元化方法以平衡LLMs的通用与专业技能	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	Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation	提出多任务变换器模型以解决跨语料库的语音情感识别问题	contrastive learning large language model
11	DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries	提出DORIS-MAE以解决科学文献检索中的复杂查询问题	MAE large language model	✅

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