One Objective for All Models - Self-supervised Learning for Topic Models.

Zeping Luo Cindy Weng Shiyou Wu Mo Zhou Rong Ge

Published in: CoRR (2022)

Keyphrases

topic models
probabilistic topic models
prior knowledge
probabilistic model
learning algorithm
topic modeling
learning process
probabilistic latent semantic analysis
databases
text mining
relevance model
structured prediction
reinforcement learning
active learning
visual recognition
latent topic models