CobwebTM: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling
arXiv:2604.14489v1 Announce Type: new
Abstract: Topic modeling seeks to uncover latent semantic structure in text corpora with minimal supervision. Neural approaches achieve strong performance but require extensive tuning and struggle with lifelong le…