PLUM: Preference Learning Plus Test Cases Yields Better Code Language Models.
Dylan ZhangShizhe DiaoXueyan ZouHao PengPublished in: CoRR (2024)
Keyphrases
- language model
- test cases
- preference learning
- unit testing
- language modeling
- gaussian processes
- ordinal regression
- document retrieval
- n gram
- software testing
- pairwise comparison
- test data
- recommender systems
- test suite
- ranking functions
- probabilistic model
- query expansion
- information retrieval
- test collection
- number of test cases
- source code
- regression testing
- test set
- testing process
- active learning
- object oriented
- smoothing methods
- model based testing
- java programs
- gaussian process
- machine learning
- data mining
- data sets