Predicting Bug Fix Time in Students' Programming with Deep Language Models.
Stav TsabariAvi SegalKobi GalPublished in: EDM (2023)
Keyphrases
- language model
- programming course
- computer programming
- language modeling
- introductory programming
- bug fix
- n gram
- probabilistic model
- retrieval model
- student learning
- document retrieval
- query expansion
- speech recognition
- test collection
- statistical language models
- information retrieval
- e learning
- language modelling
- smoothing methods
- vector space model
- context sensitive
- document ranking
- query terms
- learning process
- ad hoc information retrieval
- translation model
- language models for information retrieval
- open source projects
- pseudo relevance feedback
- open source
- hidden markov models
- keywords
- bayesian networks
- case study
- artificial intelligence