Beyond Traditional Teaching: Large Language Models as Simulated Teaching Assistants in Computer Science.
Mengqi LiuFaten M'hiriPublished in: SIGCSE (1) (2024)
Keyphrases
- language model
- teaching assistants
- computer science
- language modeling
- probabilistic model
- n gram
- language modelling
- speech recognition
- document retrieval
- computer science education
- information retrieval
- retrieval model
- query expansion
- test collection
- smoothing methods
- pseudo relevance feedback
- computer programming
- query terms
- introductory programming courses
- data mining
- relevance model
- language models for information retrieval
- document length
- document ranking
- ad hoc information retrieval
- computer science curriculum
- vector space model
- students studying
- statistical language models
- translation model
- context sensitive
- text mining
- learning process
- machine learning