Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.
Derek Zhiyuan ChengDhaval PatelLinsey PangSameep MehtaKexin XieEd H. ChiWei LiuNitesh V. ChawlaJames BaileyPublished in: KDD (2023)
Keyphrases
- fine tuning
- artificial intelligence
- prior knowledge
- supervised learning
- structured prediction
- learning algorithm
- learning process
- learning speed
- learning models
- probabilistic model
- learning systems
- deep architectures
- learned models
- hidden variables
- learning tasks
- knowledge acquisition
- online learning
- fine tuned
- learning machines
- feedforward neural networks
- training process
- ai systems
- intelligent behavior
- viable alternative
- skill acquisition
- online training
- real world