📄️ Rewrite-Retrieve-Read 框架
以 query 重写为起点,从源头优化检索质量
📄️ ChunkRAG
• 论文:
📄️ IM-RAG
• 时间:05.15
📄️ Meta-Knowledge-RAG
Meta Knowledge for Retrieval Augmented Large Language Models
📄️ Multi-Meta-RAG
• 论文:Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata
📄️ R4
• 时间:05.04
📄️ RAE
• 论文:Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
📄️ RAFT
• 时间:03.15
📄️ RAPTOR
• 论文:
📄️ Self-RAG
• 论文:Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
📄️ StructRAG
• 论文:StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
📄️ T-RAG
T-RAG: Lessons from the LLM Trenches
📄️ W-RAG
论文:W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
📄️ mrag
• 论文:Multi-Head RAG: Solving Multi-Aspect Problems with LLMs