Retrieval-Augmented Generation - Tag - DataSci Ocean

Retrieval-Augmented Generation

2026

[EMNLP 2025] TableRAG Deep Dive: Text is for Reading, Tables are for Querying (via SQL) 02-13

Beyond HyDE: How ReDE-RF Makes RAG 10x Faster by "Judging" Instead of "Writing" 02-03

2025

Dynamic Cheatsheet: The Secret to Self-Improving LLMs that Learn During Inference 10-15

Let AI Write Flawless SQL: A Deep Dive into the SQL-of-Thought Multi-Agent Framework 10-12

Beyond Top-k: How Adaptive-k Dynamically Selects the Best Context for RAG Without Latency 09-22

MIRIX: Multi-Agent Memory System for LLM-Based Agents 07-17

Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search 07-06

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science 06-28

Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA 06-28

2024

REPLUG: Retrieval-Augmented Black-Box Language Models 10-31

RAFT: Adapting Language Model to Domain Specific RAG 10-31