cs.CL（2024-03-14）

📊 共 21 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) (17 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (4)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#题目一句话要点标签🔗⭐
1 Large Language Models and Causal Inference in Collaboration: A Survey 探讨大语言模型与因果推断的协同作用以提升NLP性能 large language model multimodal
2 Sabiá-2: A New Generation of Portuguese Large Language Models 提出Sabiá-2以提升葡萄牙语大语言模型性能 large language model
3 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models 提出元认知分析方法以评估大语言模型的知识类型 large language model
4 Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance 提出有意义学习方法以提升大型语言模型的抽象推理能力 large language model ✅
5 Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors 提出检索增强的大语言模型以提高假新闻检测能力 large language model
6 Scaling Behavior of Machine Translation with Large Language Models under Prompt Injection Attacks 研究大型语言模型在机器翻译中的提示注入攻击行为 large language model
7 Dial-insight: Fine-tuning Large Language Models with High-Quality Domain-Specific Data Preventing Capability Collapse 提出双阶段方法以解决领域特定数据导致的能力崩溃问题 large language model
8 Caveat Lector: Large Language Models in Legal Practice 警惕法律实践中大型语言模型的过度依赖 large language model
9 Unveiling the Generalization Power of Fine-Tuned Large Language Models 揭示微调大型语言模型的泛化能力 large language model
10 Revealing the Parallel Multilingual Learning within Large Language Models 提出多语言并行输入以提升大语言模型的理解能力 large language model
11 Logits of API-Protected LLMs Leak Proprietary Information 提出API保护LLM信息泄露的检测方法以增强模型透明性 large language model
12 Rectifying Demonstration Shortcut in In-Context Learning 提出In-Context Calibration以解决演示快捷方式问题 large language model
13 Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference 提出动态内存压缩以解决大语言模型推理效率问题 large language model
14 Komodo: A Linguistic Expedition into Indonesia's Regional Languages 提出Komodo-7B以解决印尼地区语言资源不足问题 large language model
15 Evaluating LLMs for Gender Disparities in Notable Persons 评估大型语言模型中的性别差异问题 large language model
16 LAMP: A Language Model on the Map 提出LAMP框架以解决城市特定地点推荐问题 large language model
17 AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic 提出AraTrust以评估阿拉伯语LLMs的可信度 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🔗⭐
18 CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences 提出CodeUltraFeedback以解决LLM与编码偏好对齐问题 reinforcement learning DPO direct preference optimization
19 MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation 提出MT-PATCHER以解决大语言模型知识蒸馏问题 distillation large language model
20 Recurrent Drafter for Fast Speculative Decoding in Large Language Models 提出ReDrafter以加速大型语言模型推理 distillation large language model
21 Hyper-CL: Conditioning Sentence Representations with Hypernetworks 提出Hyper-CL以提升条件句子表示的灵活性与效率 representation learning contrastive learning

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