Christian Schalles

Steered Training Data Generation for Learned Semantic Type Detection

2023 · Proceedings of the ACM on Management of Data

In this paper, we introduce STEER to adapt learned semantic type extraction approaches to a new, unseen data lake. STEER provides a data programming framework for semantic labeling which is used to generate new labeled …