Papers by Jean Utke
PromptFE: Automated Feature Engineering by Prompting (2026.eacl-long)
Copied to clipboard
| Challenge: | Existing approaches to feature engineering relied on domain expertise to build features. |
| Approach: | They propose a framework that leverages large language models to automatically construct features in a string format and generate semantic explanations based on dataset descriptions. |
| Outcome: | The proposed framework outperforms state-of-the-art methods on real-world datasets. |