2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings
ACL 2025long
Contextual large language model embeddings are increasingly utilized for topic modeling and clustering. However, current methods often scale poorly, rely on opaque similarity metrics, and struggle in multilingual settings. In this work, we present a novel, scalable, interpretable, hierarchical, and…