Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments.
Natalie KieslerDaniel SchiffnerPublished in: CoRR (2023)
Keyphrases
- language model
- introductory programming
- language modeling
- probabilistic model
- programming assignments
- information retrieval
- n gram
- document retrieval
- retrieval model
- high school
- novice programmers
- test collection
- query expansion
- smoothing methods
- speech recognition
- student learning
- context sensitive
- language modelling
- statistical language models
- distance learning
- vector space model
- programming course
- higher education
- language models for information retrieval
- document ranking
- distance education
- e learning
- answer questions
- translation model
- relevance model
- programming language
- information retrieval systems
- active learning