Automatically Generating CS Learning Materials with Large Language Models.
Stephen MacNeilAndrew TranJuho LeinonenPaul DennyJoanne KimArto HellasSeth BernsteinSami SarsaPublished in: SIGCSE (2) (2023)
Keyphrases
- learning materials
- automatically generating
- language model
- computational thinking
- language modeling
- automatically generated
- learning systems
- e learning
- learning objects
- n gram
- document retrieval
- learning styles
- virtual learning environments
- probabilistic model
- speech recognition
- information retrieval
- learning resources
- retrieval model
- query expansion
- ad hoc information retrieval
- language modelling
- context sensitive
- vector space model
- query specific
- smoothing methods
- document ranking
- language model for information retrieval
- web based learning environment
- test collection
- instructional materials
- learning process
- pseudo relevance feedback
- learning experience
- okapi bm
- reinforcement learning
- query terms
- machine learning