SemPiper: Interactive Code Synthesis for Semantic Operators in Machine Learning Pipelines

Olga Ovcharenko, Luciano Duarte, Sebastian Schelter

Machine learning (ML) pipelines require extensive data preparation, feature engineering, and integration across heterogeneous sources, making them tedious and error-prone to develo…