Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models.
Sami SarsaPaul DennyArto HellasJuho LeinonenPublished in: ICER (1) (2022)
Keyphrases
- language model
- programming exercises
- language modeling
- automatic assessment
- object oriented programming
- probabilistic model
- learning tools
- n gram
- document retrieval
- retrieval model
- speech recognition
- query expansion
- information retrieval
- statistical language models
- language modelling
- computer programming
- test collection
- smoothing methods
- pseudo relevance feedback
- context sensitive
- vector space model
- relevance model
- translation model
- language models for information retrieval
- document ranking
- distance learning
- e learning
- learning styles
- source code
- general purpose
- data model