Retrieval-Augmented Generation - 標籤 - DataSci Ocean

Retrieval-Augmented Generation

2026

[EMNLP 2025] TableRAG 深度解析：表格不是拿來「讀」的，是用 SQL 來「查」的！ 02-13

RAG 架構大翻轉！MIT 新論文 ReDE-RF：不讓 LLM 寫作改當「裁判」，檢索速度暴增 10 倍 02-03

2025

AI 如何邊工作邊學習？深入解析《Dynamic Cheatsheet》的自我提升之道 10-15

讓 AI 學會自我除錯！深入了解 SQL-of-Thought 如何打造更精準的 Text-to-SQL 10-12

告別固定的 Top-k！Adaptive-k 如何在不增加延遲下，為 RAG 動態選出最佳上下文 09-22

[論文介紹] MIRIX: Multi-Agent Memory System for LLM-Based Agents 07-17

[論文介紹] Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search 07-06

[論文介紹] AutoMind: Adaptive Knowledgeable Agent for Automated Data Science 06-28

[論文介紹] Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA 06-28

2024

[論文介紹] REPLUG: Retrieval-Augmented Black-Box Language Models 10-31

[論文介紹] RAFT: Adapting Language Model to Domain Specific RAG 10-31