论文¶
- 通用
- 评测基准
- 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
- 2404.16130_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
- 2305.16300_Random-Access Infinite Context Length for Transformers
- 2311.18743_AlignBench: Benchmarking Chinese Alignment of Large Language Models
- 2401.15391_MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
- 2405.16506_GRAG: Graph Retrieval-Augmented Generation
- 2407.01178_Memory3: Language Modeling with Explicit Memory
- 2505.14683_Emerging Properties in Unified Multimodal Pretraining
- MemOS: A Memory OS for AI System
- 其他