Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
Paper • 2403.14403 • Published • 7
Adaptive RAG Papers
A compilation of Adaptive RAG Papers
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SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
Paper • 2406.19215 • Published • 32 -
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models
Paper • 2410.01782 • Published • 10 -
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
Paper • 2505.04253 • Published • 14 -
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity
Paper • 2412.01572 • Published • 1 -
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications
Paper • 2409.09046 • Published -
PrefRAG: Preference-Driven Multi-Source Retrieval Augmented Generation
Paper • 2411.00689 • Published -
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs
Paper • 2502.11228 • Published -
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG
Paper • 2505.06569 • Published • 1 -
Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation
Paper • 2410.08821 • Published • 2 -
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation
Paper • 2504.12560 • Published • 1 -
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
Paper • 2501.12835 • Published • 5 -
Adaptive Retrieval-Augmented Generation for Conversational Systems
Paper • 2407.21712 • Published • 2 -
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
Paper • 2212.10509 • Published • 1 -
Corrective Retrieval Augmented Generation
Paper • 2401.15884 • Published • 4