论文¶
- 通用定义
- 综述论文
- 评测基准
- 记忆
- LLM 模型
- LLM 周边技术
- 机器学习
- AI Agent
- RAG
- 2005.11401_Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
- 2312.10997_Retrieval-Augmented Generation for Large Language Models: A Survey
- 2401.15884_CRAG: Corrective Retrieval Augmented Generation
- 2403.14403_Adaptive-RAG
- 2404.12457_RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
- 2404.16130_GraphRAG: From Local to Global: A GraphRAG Approach to Query-Focused Summarization
- 2405.16506_GRAG: Graph Retrieval-Augmented Generation
- 2406.13213_Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata
- 2410.05779_LightRAG: Simple and Fast Retrieval-Augmented Generation
- 2410.10450_KBLaM: Knowledge Base augmented Language Model
- 2504.03137_LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
- GraphRAG 官方文档
- 论文池
- 2501.12948❇️_DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- 2504.03182_Graphiti: Bridging Graph and Relational Database Queries
- 2505.00675_Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions
- 2507.19849_Agentic Reinforced Policy Optimization
- Agentic Reinforced Policy Optimization
- Agentic Reinforced Policy Optimization
- 2511.20857_Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
- 2512.10696_Framework for Experience-Driven Agent Evolution
- 论文池-sum
- 论文待回收池
- 2009.01325_Learning to summarize from human feedback
- 2305.16300_Random-Access Infinite Context Length for Transformers
- 2405.17935_Tool Learning with Large Language Models: A Survey
- 2409.20163_MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
- 2411.00489_Human-inspired Perspectives: A Survey on AI Long-term Memory
- Human-inspired Perspectives: A Survey on AI Long-term Memory
- 2501.00332_MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
- 2503.09149_MemVid: Memory-enhanced Retrieval Augmentation for Long Video Understanding
- 2505.02099_MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents
- 2505.11271_Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models
- 2505.13308_Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space
- 附录 F 实验细节总结
- 2506.22815_Memory as a Service (MaaS): Rethinking Contextual Memory as Service-Oriented Modules for Collaborative Agents
- 2506.24019_Ella: Embodied Social Agents with Lifelong Memory
- 2507.10524_Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
- 2509.08151_Trust Semantics Distillation for Collaborator Selection via Memory-Augmented Agentic AI
- 2510.26493_The Context of Context Engineering
- 2511.21689_ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
- 其他