Assessing AI-Based Code Assistants in Method Generation Tasks.
Vincenzo CorsoLeonardo MarianiDaniela MicucciOliviero RiganelliPublished in: ICSE Companion (2024)
Keyphrases
- significant improvement
- main contribution
- cost function
- support vector machine
- detection method
- clustering method
- error rate
- high accuracy
- computational cost
- optimization algorithm
- theoretical analysis
- synthetic data
- high precision
- experimental evaluation
- fully automatic
- preprocessing
- similarity measure
- artificial intelligence
- generation method
- optimization method
- data sets
- source code
- mutual information
- case based reasoning
- dynamic programming
- prior knowledge
- machine learning