Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.
Jiejun TanZhicheng DouYutao ZhuPeidong GuoKun FangJi-Rong WenPublished in: ACL (1) (2024)
Keyphrases
- random fields
- artificial neural networks
- training data
- accurate models
- mathematical models
- computational models
- neural network model
- statistical model
- model selection
- relational databases
- video sequences
- database
- decision trees
- image processing
- knowledge base
- information systems
- artificial intelligence
- genetic algorithm
- information retrieval
- machine learning
- data sets
- real time