SSHLDA: A Semi-Supervised Hierarchical Topic Model.
Xianling MaoZhaoyan MingTat-Seng ChuaSi LiHongfei YanXiaoming LiPublished in: EMNLP-CoNLL (2012)
Keyphrases
- topic models
- semi supervised
- pitman yor process
- generative model
- topic modeling
- latent dirichlet allocation
- weakly supervised
- text documents
- semi supervised learning
- hierarchical dirichlet process
- text mining
- latent topics
- unsupervised learning
- labeled data
- multi view
- supervised learning
- co occurrence
- unlabeled data
- text corpora
- gibbs sampling
- latent topic model
- variational inference
- pairwise
- co training
- mixture model
- baseline models
- databases
- gaussian process
- hidden markov models
- bayesian nonparametric