Bernease Herman

Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification

We describe a customizable benchmark for hierarchical and ontological multi-label classification, a task where labels are equipped with a graph structure and data items can be assigned multiple labels. We find that current benchmarks do not adequately represent the problem space, casting doubt on t…