Janice Teoh

Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM

Data analysts have long sought to turn unstructured text data into meaningful concepts. Though common, topic modeling and clustering focus on lower-level keywords and require significant interpretative work. We introduce concept induction, a computational process that instead produces high-level concepts, defined by e…