An Evaluation Method for Large Language Models' Code Generation Capability.
Haoran SuJun AiDan YuHong ZhangPublished in: DSA (2023)
Keyphrases
- evaluation method
- language model
- code generation
- language modeling
- application development
- n gram
- evaluation methods
- document retrieval
- software development
- code generator
- speech recognition
- modeling language
- language modelling
- evaluation model
- probabilistic model
- query expansion
- retrieval model
- information retrieval
- statistical language models
- formal specification
- language models for information retrieval
- test collection
- smoothing methods
- model driven
- software reuse
- document ranking
- rapid prototyping
- fuzzy comprehensive evaluation method
- relational databases
- relevance model
- listed companies
- web applications
- knowledge discovery
- end users
- machine learning
- databases