Beyond Accuracy: Evaluating Source Code Capabilities in Large Language Models for Software Engineering.
Alejandro VelascoPublished in: ICSE Companion (2024)
Keyphrases
- source code
- language model
- software systems
- software engineering
- software projects
- software engineers
- software maintenance
- language modeling
- open source
- software evolution
- mining software repositories
- n gram
- statistical language models
- probabilistic model
- information retrieval
- language modelling
- retrieval model
- software artifacts
- document retrieval
- classification accuracy
- query expansion
- plagiarism detection
- software repositories
- program understanding
- software development
- software architecture
- high level
- smoothing methods
- relevance model
- vector space model
- software components
- bug reports
- text classification
- error rate
- language models for information retrieval
- software design
- cross lingual
- object oriented
- image retrieval
- feature selection
- search engine
- artificial intelligence