Efficient Classification of Student Help Requests in Programming Courses Using Large Language Models.
Jaromír SavelkaPaul DennyMark H. LiffitonBrad SheesePublished in: CoRR (2023)
Keyphrases
- language model
- programming course
- student learning
- language modeling
- speech recognition
- n gram
- probabilistic model
- information retrieval
- retrieval model
- language modelling
- text classification
- classification accuracy
- document retrieval
- statistical language models
- language models for information retrieval
- programming education
- machine learning
- computer programming
- decision trees
- introductory computer
- relevance model
- automatic assessment
- smoothing methods
- novice programmers
- feature space
- learning systems