Marko Pranjić

Incremental Graph Construction Enables Robust Spectral Clustering of Texts

Abstract Neighborhood graphs over document embeddings are a common component of text-mining pipelines, supporting topic discovery, deduplication, semi-supervised label propagation, and retrieval-index construction, and they are a critical but fragile step in spectral clustering o...