SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction.
Jiahuan YanJintai ChenChaowen HuBo ZhengYaojun HuJimeng SunJian WuPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- accurate models
- learning systems
- learning models
- learning process
- prior knowledge
- learning tasks
- hidden variables
- prediction model
- probabilistic model
- model selection
- structured prediction
- learning problems
- prediction accuracy
- supervised learning
- abstraction levels
- database
- radial basis function network
- qualitative models
- learned models
- predictive model
- information systems
- inductive inference
- classification models
- learning scenarios
- parameter estimation
- hidden markov models
- reinforcement learning
- decision trees
- feature selection