cs.CL（2024-05-06）

📊 共 18 篇论文 | 🔗 3 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (16 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (16 篇)

#题目一句话要点标签🔗⭐
1 Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames 利用大型语言模型揭示信息操纵的目标、策略和叙事框架 large language model
2 Exploring the Potential of the Large Language Models (LLMs) in Identifying Misleading News Headlines 探索大型语言模型在识别误导性新闻标题中的潜力。 large language model
3 Word2World: Generating Stories and Worlds through Large Language Models 提出Word2World，利用大型语言模型通过故事生成可玩游戏关卡，无需特定任务微调。 large language model ✅
4 MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline MedDoc-Bot：用于儿科高血压指南LLM对比分析的聊天工具 large language model ✅
5 Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models 结合LoRA与高斯SWAG，提升大语言模型低秩适应的泛化与校准能力 large language model
6 Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom 提出基于竞争性智慧防御的可解释假新闻检测框架，利用大语言模型生成理由。 large language model
7 Oracle-Checker Scheme for Evaluating a Generative Large Language Model 提出Oracle-Checker方案，用于评估生成式大语言模型答案的正确性 large language model
8 FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models FairMonitor：提出双框架静态-动态方法，全面检测大语言模型中的刻板印象和偏见 large language model
9 Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment 提出高效稀疏预训练与部署方法，实现高稀疏度LLaMA模型加速与精度保持 large language model instruction following
10 A Philosophical Introduction to Language Models - Part II: The Way Forward 探讨大型语言模型的新兴哲学问题，聚焦可解释性、多模态及意识建模 large language model multimodal
11 Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions 针对GPT-2多选题中的位置偏差，提出基于机制可解释性的干预方法。 large language model ✅
12 Self-Improving Customer Review Response Generation Based on LLMs 提出SCRABLE，一种基于LLM自优化的用户评论自动回复系统 large language model
13 AlphaMath Almost Zero: Process Supervision without Process AlphaMath：无需人工标注，利用MCTS提升LLM数学推理能力 large language model
14 Vietnamese AI Generated Text Detection 提出ViDetect越南语AI生成文本检测数据集，并评估多种SOTA模型性能。 large language model
15 Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning 提出RECIPE，一种检索增强的持续提示学习方法，用于LLM的终身知识编辑。 large language model
16 CRAFT: Extracting and Tuning Cultural Instructions from the Wild CRAFT：从无结构数据中提取和调整文化指令，提升大语言模型的文化理解能力。 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🔗⭐
17 Detecting Anti-Semitic Hate Speech using Transformer-based Large Language Models 利用Transformer大语言模型检测反犹太主义仇恨言论 predictive model large language model
18 Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation 提出基于AMR概念蒸馏的RAG框架，压缩长文本上下文以提升问答性能。 distillation large language model

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