Early screening of potential breakthrough technologies with enhanced interpretability: A patent-specific hierarchical attention network model

Jaewoong Choi, Janghyeok Yoon, Changyong Lee

Despite the usefulness of machine learning approaches for the early screening of potential breakthrough technologies, their practicality is often hindered by opaque models. To addr…