Papers by Vetle I Torvik
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark (2025.findings-emnlp)
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| Challenge: | Data cleaning is a time-consuming and error-prone manual process even with modern workflow tools like OpenRefine. |
| Approach: | AutoDCWorkflow generates a table with a data analysis purpose and generates an open-refine workflow. |
| Outcome: | The proposed pipeline generates clean, minimal tables for data analysis tasks. |