Graph-in-Graph Network for Automatic Gene Ontology Description Generation. (arXiv:2206.05311v2 [cs.AI] UPDATED)

Gene Ontology (GO) is the primary gene function knowledge base that enables
computational tasks in biomedicine. The basic element of GO is a term, which
includes a set of genes with the same function. Existing research efforts of GO
mainly focus on predicting gene term associations. Other tasks, such as
generating descriptions of new terms, are rarely pursued. In this paper, we
propose a novel task: GO term description generation. This task aims to
automatically generate a sentence that describes …

ai arxiv gene generation graph network ontology