cs.CL（2024-02-07）

📊 共 22 篇论文 | 🔗 6 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (20 🔗5) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (20 篇)

#题目一句话要点标签🔗⭐
1 Unmasking the Shadows of AI: Investigating Deceptive Capabilities in Large Language Models 探讨大型语言模型中的欺骗能力及其社会影响 large language model
2 MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark 提出MLLM-as-a-Judge基准以评估多模态大型语言模型的判断能力 large language model multimodal
3 SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models 提出SALAD-Bench以评估大型语言模型的安全性 large language model ✅
4 FaithLM: Towards Faithful Explanations for Large Language Models 提出FaithLM以解决大型语言模型解释的可信度问题 large language model
5 The Effect of Sampling Temperature on Problem Solving in Large Language Models 研究采样温度对大语言模型问题解决能力的影响 large language model ✅
6 PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition 提出PaDeLLM-NER以解决大语言模型命名实体识别延迟问题 large language model
7 Pedagogical Alignment of Large Language Models 提出教育对齐方法以提升大型语言模型的教学效果 large language model ✅
8 MEMORYLLM: Towards Self-Updatable Large Language Models 提出MEMORYLLM以解决大型语言模型知识更新问题 large language model ✅
9 Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models 探讨大型语言模型自解释的可信性与合理性问题 large language model
10 Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? 揭示文本在跨域仇恨表情检测中的重要性 multimodal
11 Scaling Up LLM Reviews for Google Ads Content Moderation 提出一种方法以提升Google Ads内容审核的效率 large language model
12 Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs 提出大语言模型以提升信息检索的准确性和效率 large language model
13 InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory 提出InfLLM以解决长序列处理的效率问题 large language model ✅
14 An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration 提出知识图谱集成协作的增强型提示基础LLM推理方案以解决推理透明性不足问题 large language model
15 Prompting Implicit Discourse Relation Annotation 提出多种提示技术以提升隐含话语关系分类性能 large language model
16 Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector 提出对齐增强的中文语法错误纠正器以解决过度纠正问题 large language model
17 Reconfidencing LLMs from the Grouping Loss Perspective 提出重校准方法以解决大型语言模型的过度自信问题 large language model
18 Personalized Text Generation with Fine-Grained Linguistic Control 提出细粒度语言控制的个性化文本生成方法 large language model
19 The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends 提出认知策略增强的说服对话代理以提升人机交互能力 large language model
20 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset 构建UltraLink数据集以提升多语言大模型的微调效率 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
21 Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation 提出TinyLLM以解决小型语言模型推理能力不足的问题 distillation large language model chain-of-thought ✅
22 Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game 提出神经代理的适应性沟通策略以应对不同跟随者行为 reinforcement learning PPO

⬅️ 返回 cs.CL 首页 · 🏠 返回主页