cs.CL（2023-11-21）

📊 共 10 篇论文 | 🔗 1 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) (1)

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

#	题目	一句话要点	标签	🔗	⭐
1	nach0: Multimodal Natural and Chemical Languages Foundation Model	提出nach0模型以解决多领域化学与生物任务	large language model foundation model multimodal
2	Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark	提出MultiAPI基准以提升大语言模型的多模态能力	large language model multimodal
3	Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey	综述Transformer架构在长上下文大语言模型中的进展	large language model	✅
4	Oasis: Data Curation and Assessment System for Pretraining of Large Language Models	提出Oasis以解决大语言模型预训练数据质量问题	large language model
5	Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis	提出自监督数据选择与合成方法以实现设备端大语言模型个性化	large language model
6	AcademicGPT: Empowering Academic Research	提出AcademicGPT以推动学术研究领域的进步	large language model foundation model
7	Data Diversity Matters for Robust Instruction Tuning	提出QDIT算法以解决指令调优数据多样性与质量问题	instruction following
8	Explore the Potential of LLMs in Misinformation Detection: An Empirical Study	探索大型语言模型在虚假信息检测中的潜力	large language model
9	IMGTB: A Framework for Machine-Generated Text Detection Benchmarking	提出IMGTB框架以简化机器生成文本检测基准评估	large language model

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

#	题目	一句话要点	标签	🔗	⭐
10	A Baseline Analysis of Reward Models' Ability To Accurately Analyze Foundation Models Under Distribution Shift	评估奖励模型在分布转移下的鲁棒性以优化大语言模型	reinforcement learning RLHF large language model

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