cs.CL（2024-01-23）

📊 共 18 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (15 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (3 🔗1)

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

#题目一句话要点标签🔗⭐
1 KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning 提出KAM-CoT以解决多模态推理中的知识不足问题 large language model multimodal chain-of-thought
2 Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment 提出Ditto方法以增强大语言模型的角色扮演能力 large language model instruction following ✅
3 Towards Trustable Language Models: Investigating Information Quality of Large Language Models 提出数学信息质量评估方法以解决大语言模型信任问题 large language model
4 LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations 提出LLMCheckup以解决对大型语言模型的可解释性问题 large language model
5 BiTA: Bi-Directional Tuning for Lossless Acceleration in Large Language Models 提出BiTA以解决大语言模型推理效率低下问题 large language model
6 Quality of Answers of Generative Large Language Models vs Peer Patients for Interpreting Lab Test Results for Lay Patients: Evaluation Study 评估生成大型语言模型在实验室测试结果解读中的应用效果 large language model
7 From Understanding to Utilization: A Survey on Explainability for Large Language Models 提出可解释性方法以解决大型语言模型的透明性问题 large language model
8 Assessing and Understanding Creativity in Large Language Models 建立高效框架评估大型语言模型的创造力 large language model
9 Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study 提出非自回归语言模型融合的ASR系统以降低延迟 large language model
10 SLANG: New Concept Comprehension of Large Language Models 提出SLANG以解决大语言模型对网络新概念理解不足的问题 large language model
11 Automated Fact-Checking of Climate Change Claims with Large Language Models 提出Climinator以自动化气候变化声明的事实核查 large language model
12 Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion 提出框架以解决变换器模型学习结构递归的不足 large language model
13 Raidar: geneRative AI Detection viA Rewriting 提出Raidar以解决AI生成内容检测问题 large language model
14 Benchmarking LLMs via Uncertainty Quantification 提出不确定性量化的新基准以评估大型语言模型 large language model
15 Generating Zero-shot Abstractive Explanations for Rumour Verification 提出基于GNN的零-shot抽象解释生成方法以解决谣言验证问题 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🔗⭐
16 The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts 分析多语言环境下大型语言模型的安全挑战 reinforcement learning RLHF large language model
17 Contrastive Learning in Distilled Models 提出基于对比学习的轻量级模型以提升语义文本相似性 contrastive learning distillation
18 ARGS: Alignment as Reward-Guided Search 提出ARGS框架以解决语言模型对齐训练不稳定问题 RLHF large language model ✅

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