cs.CL（2023-10-05）

📊 共 23 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) (21 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (21 篇)

#题目一句话要点标签🔗⭐
1 Agent Instructs Large Language Models to be General Zero-Shot Reasoners 提出自主代理以提升大型语言模型的零-shot推理能力 large language model chain-of-thought
2 MapperGPT: Large Language Models for Linking and Mapping Entities 提出MapperGPT以提升实体映射的准确性 large language model
3 Procedural Text Mining with Large Language Models 利用大型语言模型提取无结构PDF文本中的程序信息 large language model
4 Concise and Organized Perception Facilitates Reasoning in Large Language Models 提出简洁有序感知以提升大语言模型推理能力 large language model
5 LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models 提出LLM-Coordination基准以评估大语言模型的多智能体协调能力 large language model ✅
6 Redefining Digital Health Interfaces with Large Language Models 提出基于大语言模型的数字健康接口以解决临床应用信任问题 large language model
7 Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards 提出可控的多文档摘要方法以解决长输入生成问题 large language model
8 Evaluating Hallucinations in Chinese Large Language Models 提出HalluQA基准以评估中文大语言模型的幻觉现象 large language model
9 Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain 提出适应-检索-修订框架以解决中文法律领域的LLM适应问题 large language model
10 A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions 提出EDIT框架以解决对话生成中的用户意图识别问题 large language model
11 A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores 提出风险调整信心评分以提高大语言模型的鲁棒性 large language model
12 Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning 提出PPNL基准以评估大语言模型的路径规划能力 large language model
13 FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation 提出FreshQA与FreshPrompt以解决大型语言模型动态适应性不足问题 large language model
14 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction 提出InstructProtein以解决生物序列理解不足问题 large language model chain-of-thought
15 Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! 揭示自定义微调对语言模型安全性的潜在威胁 large language model
16 Exploring the evolution of research topics during the COVID-19 pandemic 提出CORD-19主题可视化工具以分析COVID-19研究主题演变 large language model
17 Benchmarking a foundation LLM on its ability to re-label structure names in accordance with the AAPM TG-263 report 利用大型语言模型标准化放射肿瘤学结构名称 large language model
18 GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction 提出GoLLIE以改善零-shot信息提取任务的表现 large language model
19 PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction 提出隐私保护的文档关键信息提取方法以解决数据隐私问题 foundation model
20 Learning Personalized Alignment for Evaluating Open-ended Text Generation 提出PerSE框架以解决开放式文本生成评估中的人类偏好对齐问题 large language model
21 Predicting Emergent Abilities with Infinite Resolution Evaluation 提出PassUntil评估策略以预测大语言模型的任务性能 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🔗⭐
22 A Long Way to Go: Investigating Length Correlations in RLHF 探讨RLHF中输出长度相关性以优化模型表现 reinforcement learning RLHF large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
23 How toxic is antisemitism? Potentials and limitations of automated toxicity scoring for antisemitic online content 评估在线反犹太主义内容的毒性评分方法及其局限性 manipulation

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