Imperfect Code Generation: Uncovering Weaknesses in Automatic Code Generation by Large Language Models.
Xiaoli LianShuaisong WangJieping MaXin TanFang LiuLin ShiCuiyun GaoLi ZhangPublished in: ICSE Companion (2024)
Keyphrases
- code generation
- language model
- language modeling
- application development
- software development
- probabilistic model
- n gram
- document retrieval
- context sensitive
- modeling language
- language modelling
- code generator
- statistical language models
- speech recognition
- retrieval model
- model driven
- query expansion
- formal specification
- test collection
- software reuse
- information retrieval
- rapid prototyping
- smoothing methods
- language models for information retrieval
- pseudo relevance feedback
- design patterns
- relevance model
- data driven
- data processing
- translation model
- document ranking
- development process
- software systems