AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation.
Jia FuXiaoting QinFangkai YangLu WangJue ZhangQingwei LinYubo ChenDongmei ZhangSaravan RajmohanQi ZhangPublished in: CoRR (2024)
Keyphrases
- parameter tuning
- automatic indexing
- ink bleed
- parameter settings
- automatic annotation
- information retrieval
- information retrieval systems
- online learning
- fully automatic
- image database
- real time
- test collection
- fuzzy logic controller
- relevance feedback
- document retrieval
- query expansion
- content based retrieval
- retrieval method
- retrieval functions
- data mining
- document collections
- model selection
- efficient retrieval
- case based reasoning
- image retrieval