cs.CL（2023-10-03）

📊 共 28 篇论文 | 🔗 5 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (24 🔗5) 支柱二：RL算法与架构 (RL & Architecture) (3) 支柱七：动作重定向 (Motion Retargeting) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (24 篇)

#题目一句话要点标签🔗⭐
1 Tuning Large language model for End-to-end Speech Translation 提出LST模型以解决端到端语音翻译问题 large language model multimodal
2 TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus 提出TWIZ-v2以解决复杂手动任务的多模态对话问题 large language model multimodal
3 OceanGPT: A Large Language Model for Ocean Science Tasks 提出OceanGPT以解决海洋科学领域的语言模型不足问题 large language model
4 Unveiling the Pitfalls of Knowledge Editing for Large Language Models 揭示大语言模型知识编辑的潜在陷阱 large language model ✅
5 PrivacyMind: Large Language Models Can Be Contextual Privacy Protection Learners 提出PrivacyMind以解决大语言模型隐私保护问题 large language model ✅
6 Ask Again, Then Fail: Large Language Models' Vacillations in Judgment 提出跟进提问机制以解决语言模型判断不稳定问题 large language model
7 Editing Personality for Large Language Models 提出个性编辑任务以调整大型语言模型的回应 large language model ✅
8 AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models 提出AutoDAN以自动生成隐蔽的监狱破解提示 large language model
9 Investigating Large Language Models' Perception of Emotion Using Appraisal Theory 通过评估理论研究大型语言模型的情感感知 large language model
10 Language Models as Knowledge Bases for Visual Word Sense Disambiguation 提出知识增强技术以提升视觉词义消歧性能 large language model multimodal chain-of-thought
11 Large Language Models Cannot Self-Correct Reasoning Yet 探讨大型语言模型自我纠错能力的局限性 large language model
12 The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment" in Large Language Models 提出框架以解决大型语言模型对齐问题 large language model
13 Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions 提出基于误解的评估方法以提升大语言模型数学推理能力 large language model
14 Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions 评估大型语言模型在安全与隐私建议中的有效性 large language model
15 Large Language Models Meet Knowledge Graphs to Answer Factoid Questions 提出基于知识图谱的算法以提升语言模型回答事实性问题的能力 large language model
16 Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making 探讨大型语言模型在临床决策支持中的应用与挑战 large language model
17 Conversational Health Agents: A Personalized LLM-Powered Agent Framework 提出openCHA框架以解决现有健康对话代理的局限性 large language model multimodal
18 Low-Resource Languages Jailbreak GPT-4 揭示低资源语言对GPT-4安全机制的跨语言脆弱性 large language model
19 Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View 提出基于社会心理学的LLM代理协作机制研究 large language model ✅
20 Who's Harry Potter? Approximate Unlearning in LLMs 提出一种新技术以解决大语言模型中的数据遗忘问题 large language model
21 A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration 提出动态LLM驱动的代理网络以解决任务导向的协作问题 large language model
22 Can Language Models be Instructed to Protect Personal Information? 提出PrivQA以解决个人信息保护与模型效用的权衡问题 multimodal ✅
23 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance 提出PRomPTed以优化零-shot任务实例提示 large language model
24 Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs 提出自适应KV缓存压缩以降低大语言模型的内存占用 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
25 Automatic Pair Construction for Contrastive Post-training 提出自动对比数据构建方法以提升大语言模型对齐效果 DPO curriculum learning large language model
26 SEA: Sparse Linear Attention with Estimated Attention Mask 提出SEA以解决长序列注意力计算复杂度问题 linear attention
27 Ensemble Distillation for Unsupervised Constituency Parsing 提出集成蒸馏方法以解决无监督句法分析问题 distillation

🔬 支柱七：动作重定向 (Motion Retargeting) (1 篇)

#题目一句话要点标签🔗⭐
28 What's Next in Affective Modeling? Large Language Models 利用GPT-4进行情感预测任务的建模研究 motion prediction large language model

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