Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning.
Hengyuan ZhangZitao LiuShuyan HuangChenming ShangBojun ZhanYong JiangPublished in: CoRR (2024)
Keyphrases
- fine tuning
- fine tuned
- supervised learning
- viable alternative
- domain knowledge
- knowledge representation
- knowledge acquisition
- resource allocation
- knowledge base
- data mining techniques
- learning systems
- training process
- resource management
- information resources
- knowledge sources
- knowledge sharing
- knowledge discovery
- training phase
- fine tune
- supervised classifiers
- neural network
- subject matter experts
- background knowledge
- training examples
- collaborative learning
- knowledge management
- hidden markov models
- learning environment
- learning algorithm