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论文

通用

• 通用
  • 如何看一个论文是不是重要
• 学术网站
  • 学术搜索平台
  • 资源共享
  • 论文数据库

Agents

• React
• Chat with the Environment
  • 正文
• Reflexion: Language Agents with Verbal Reinforcement Learning
• TaskMatrix.AI
  • 大脑
  • 接口平台
  • API 选择器
• Generative Agents
  • Generative Agent Architecture
• ChatDev: Communicative Agents for Software Development
• MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
• AgentSims: An Open-Source Sandbox for Large Language Model Evaluation
• AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
• AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
  • 理念
• Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
• Data Interpreter: An LLM Agent For Data Science
  • INTRODUCTION
• Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
  • 2.1 OVERVIEW OF IOA
  • 2.2 ARCHITECTURE OF IOA
  • 2.3 KEY MECHANISMS
  • 2.5 Putting It All Together
• ADAS: Automated Design of Agentic Systems
  • Prompt

LLM

• GPT1: Improving Language Understanding by Generative Pre-Training
  • Abstract
  • 1. Introduction
  • 2. Related Work
  • 3. Framework
  • 4 Experiments
  • 5 Analysis
  • 6 Conclusion
  • 引文口碑
  • 要点解读
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
  • 1 Introduction
  • 2 Related Work
  • 3 BERT
  • Appendix A Additional Details for BERT
• Prefix-Tuning: Optimizing Continuous Prompts for Generation
• p-tuning: GPT Understands, Too
• Prompt Tuning: The Power of Scale for Parameter-Efficient Prompt Tuning
• LoRA: Low-Rank Adaptation of Large Language Models

ML

• WebGPT: Browser-assisted question-answering with human feedback
• Teaching language models to support answers with verified quotes
• FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
• Evaluating Verifiability in Generative Search Engines
• Citation: A Key to Building Responsible and Accountable Large Language Models
• HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution
• Enabling Large Language Models to Generate Text with Citations
  • NLI 在引用质量评估中的应用
  • 论文中用的prompt

RAG

• Retrieval-Augmented Generation for Large Language Models: A Survey
  • II. Overview of RAG
  • III. Retrieval
  • IV. Generation
  • V. Augmentation process in RAG
  • VI. Task and Evaluation
  • VII. Discussion and Future Prospects
• CRAG: Corrective Retrieval Augmented Generation
• Adaptive-RAG
• From Local to Global: A Graph RAG Approach to Query-Focused Summarization
  • 简介
  • 相关的技术讨论
• GRAG: Graph Retrieval-Augmented Generation
• GraphRAG 官方文档
  • Indexing
  • Query
• Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata

Tools

• MRKL
• Toolformer: Language Models Can Teach Themselves to Use Tools
• HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

AGI

• AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence
• The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

others

• A PAINLESS GUIDE TO CRC ERROR DETECTION ALGORITHMS
  • The Basic Idea Behind CRC Algorithms
  • Polynomical Arithmetic
  • Binary Arithmetic with No Carries
  • 一个可用的实例
  • Choosing A Poly
  • A Straightforward CRC Implementation
  • A Table-Driven Implementation
  • A Slightly Mangled Table-Driven Implementation
  • 参考
• Distributed Representations of Sentences and Documents
• TODO
  • 大模型
  • 别人的收集

• Highlighting the top ML papers every week: https://github.com/dair-ai/ML-Papers-of-the-Week

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