Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming from One-Shot Observation.
Manh Hung NguyenSebastian TschiatschekAdish SinglaPublished in: CoRR (2023)
Keyphrases
- language model
- student modeling
- student model
- intelligent tutoring systems
- language modeling
- context sensitive
- intelligent tutoring
- n gram
- information retrieval
- retrieval model
- probabilistic model
- visual programming
- query expansion
- smoothing methods
- educational games
- concept maps
- language models for information retrieval
- learning styles
- tutoring system
- computer programming
- database systems
- statistical language models
- programming tool
- information retrieval systems
- object oriented
- bayesian networks
- case study
- multimedia