DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation.
Yuhang LaiChengxi LiYiming WangTianyi ZhangRuiqi ZhongLuke ZettlemoyerScott Wen-tau YihDaniel FriedSida I. WangTao YuPublished in: CoRR (2022)
Keyphrases
- code generation
- data science
- statistical learning
- application development
- big data
- code generator
- real world
- modeling language
- software development
- machine learning
- model driven
- rapid prototyping
- data sets
- data processing
- formal specification
- software reuse
- social media
- business intelligence
- data model
- information technology
- decision making