cs.CL（2023-11-06）

📊 共 17 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (13 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (4)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (13 篇)

#题目一句话要点标签🔗⭐
1 Quantifying Uncertainty in Natural Language Explanations of Large Language Models 量化大型语言模型解释的不确定性以提升可信度 large language model foundation model
2 Context Unlocks Emotions: Text-based Emotion Classification Dataset Auditing with Large Language Models 利用大语言模型提升文本情感分类数据集的上下文信息 large language model
3 Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance 研究AI写作辅助中的性别偏见转移问题 large language model
4 Zero-shot Bilingual App Reviews Mining with Large Language Models 提出Mini-BAR以实现双语应用评论的零-shot挖掘 large language model ✅
5 Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding 提出合作解码以提升机器翻译质量 large language model
6 Ziya2: Data-centric Learning is All LLMs Need 提出Ziya2以解决大语言模型数据利用不足问题 large language model foundation model ✅
7 SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data 提出SQLPrompt以提升少量标注数据下的Text-to-SQL能力 large language model foundation model
8 In-Context Exemplars as Clues to Retrieving from Large Associative Memory 提出基于关联记忆的上下文示例选择方法以提升ICL性能 large language model
9 Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation 提出基于人格调节的黑箱越狱方法以破解语言模型 large language model
10 GPT4All: An Ecosystem of Open Source Compressed Language Models 构建开放源代码压缩语言模型生态系统以实现民主化访问 large language model
11 DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase 提出DAIL以解决低资源环境下的上下文学习问题 large language model
12 Instructed Language Models with Retrievers Are Powerful Entity Linkers 提出INSGENEL以解决实体链接任务中的生成模型局限性 large language model
13 ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents 提出Alympics框架以研究AI代理的战略决策问题 large language model ✅

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
14 Tailoring Self-Rationalizers with Multi-Reward Distillation 提出MaRio以解决小规模语言模型自我推理问题 distillation large language model
15 In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models 提出基于ChatGPT的CQL生成框架以解决无人系统知识库问答问题 CQL large language model
16 Co-training and Co-distillation for Quality Improvement and Compression of Language Models 提出协同训练与协同蒸馏以提升语言模型质量与压缩效率 distillation
17 An Efficient Self-Supervised Cross-View Training For Sentence Embedding 提出自监督交叉视图训练以缩小小型PLM与大型PLM的性能差距 representation learning contrastive learning

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