cs.CL(2023-11-28)

📊 共 16 篇论文 | 🔗 1 篇有代码

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支柱九:具身大模型 (Embodied Foundation Models) (15 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (1)

🔬 支柱九:具身大模型 (Embodied Foundation Models) (15 篇)

#题目一句话要点标签🔗
1 Methods to Estimate Large Language Model Confidence 提出评估大语言模型信心的方法以解决医疗诊断挑战 large language model chain-of-thought
2 Does VLN Pretraining Work with Nonsensical or Irrelevant Instructions? 提出无关指令的预训练方法以提升VLN模型性能 VLN
3 CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models 提出CharacterGLM以解决对话生成中的角色定制问题 large language model
4 Conditional Prompt Tuning for Multimodal Fusion 提出条件提示调优以实现高效多模态融合 multimodal
5 General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Structured Data from Chest Radiology Reports 提出RadLing以提高胸部放射报告结构化数据提取的准确性 large language model
6 RELIC: Investigating Large Language Model Responses using Self-Consistency 提出RELIC以解决大型语言模型生成文本的可靠性问题 large language model
7 Positioning Political Texts with Large Language Models by Asking and Averaging 利用大语言模型定位政治文本以解决政策分析问题 large language model
8 Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine 提出Medprompt以提升GPT-4在医学领域的表现 foundation model
9 CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models 提出CDEval基准以评估大型语言模型的文化维度 large language model
10 Quantifying the redundancy between prosody and text 利用大语言模型量化语调与文本之间的冗余信息 large language model
11 StyleCap: Automatic Speaking-Style Captioning from Speech Based on Speech and Language Self-supervised Learning Models 提出StyleCap以解决自动说话风格字幕生成问题 large language model
12 A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA 提出rank-stabilized LoRA以优化高秩适配器的微调性能 large language model
13 A Survey on Prompting Techniques in LLMs 综述大语言模型中的提示技术以提升NLP任务表现 large language model
14 The Falcon Series of Open Language Models 提出Falcon系列开放语言模型以提升语言理解能力 large language model
15 A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models 综述语言模型驱动的对话系统演变,揭示未来发展方向 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🔗
16 ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? 评估开源大语言模型在ChatGPT周年之际的进展与挑战 reinforcement learning large language model

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