Constructing Taxonomies from Pretrained Language Models

Catherine Chen, Kevin Lin, Dan Klein

We present a method for constructing taxonomic trees (e.g., WordNet) using pretrained language models. Our approach is composed of two modules, one that predicts parenthood relatio…