cs.CL（2023-11-20）

📊 共 13 篇论文 | 🔗 3 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (12 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (12 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents	提出链式思维推理以推动语言智能体的发展	large language model chain-of-thought	✅
2	Exploring Prompting Large Language Models as Explainable Metrics	提出基于零-shot提示的评估策略以提升文本摘要质量	large language model
3	Generating Valid and Natural Adversarial Examples with Large Language Models	提出LLM-Attack以生成有效且自然的对抗样本	large language model
4	Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks	提出Taiyi以解决双语生物医学任务的性能问题	large language model
5	Unifying Corroborative and Contributive Attributions in Large Language Models	提出统一框架以整合大语言模型的归因方法	large language model
6	Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions	提出主动提问框架以填补视觉问答中的信息缺口	large language model
7	System 2 Attention (is something you might need too)	提出System 2 Attention以解决Transformer模型注意力机制的无关信息干扰问题	large language model
8	Sparse Low-rank Adaptation of Pre-trained Language Models	提出稀疏低秩适应方法以提升预训练语言模型的参数效率	large language model
9	Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information	提出基于困惑度测量和上下文信息的对抗性提示检测方法	large language model
10	On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software	提出基于少量示例的上下文学习生成税务软件变形规范	large language model
11	Evil Geniuses: Delving into the Safety of LLM-based Agents	提出Evil Geniuses方法以解决LLM代理的安全性问题	large language model	✅
12	Towards Human-Level Text Coding with LLMs: The Case of Fatherhood Roles in Public Policy Documents	提出基于LLMs的文本编码方法以解决政治科学中的复杂性问题	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	🔗	⭐
13	Multi-teacher Distillation for Multilingual Spelling Correction	提出多教师蒸馏方法以解决多语言拼写纠正问题	distillation

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