Low-Cost Language Models: Survey and Performance Evaluation on Python Code Generation.
Jessica López EspejelMahaman Sanoussi Yahaya AlassanMerieme BouhandiWalid DahhaneEl Hassane EttifouriPublished in: CoRR (2024)
Keyphrases
- language model
- code generation
- low cost
- language modeling
- application development
- software development
- code generator
- language modelling
- probabilistic model
- document retrieval
- n gram
- speech recognition
- information retrieval
- query expansion
- retrieval model
- rapid prototyping
- test collection
- formal specification
- modeling language
- model driven
- statistical language models
- software reuse
- language models for information retrieval
- context sensitive
- open source
- smoothing methods
- database
- document ranking
- design patterns
- pseudo relevance feedback
- software projects
- software engineering
- end users
- case study
- databases