Lakshmi Rajendram Bashyam

Reading the neighborhood: Text-Attentive Graph Reranking for Automated Subject Indexing

Subject indexing assigns descriptors from a controlled vocabulary to bibliographic records, a task characterized by thousands of labels, few positive examples per label, and a long tail of rarely used descriptors. Existing extreme multi-label classifiers treat the vocabulary as a flat list, ignoring the semantic relati...