2 papers
cs.CY2025
Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study
Sai Sanjna Chintakunta, Nathalia Nascimento, Everton Guimaraes
In recent years, Large Language Models (LLMs) have emerged as transformative tools across numerous domains, impacting how professionals approach complex analytical tasks. This syst…
cs.SE2024
LLM4DS: Evaluating Large Language Models for Data Science Code Generation
Nathalia Nascimento, Everton Guimaraes, Sai Sanjna Chintakunta +1
The adoption of Large Language Models (LLMs) for code generation in data science offers substantial potential for enhancing tasks such as data manipulation, statistical analysis, a…