Zou Yue-peng

Supervised topic models with weighted words: multi-label document classification

2018 · Frontiers of Information Technology & Electronic Engineering

Supervised topic modeling algorithms have been successfully applied to multi-label document classification tasks. Representative models include labeled latent Dirichlet allocation (L-LDA) and dependency-LDA. However, these models neglect the class frequency information of words (i.e., the …