Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings.
Dongsheng WangDandan GuoHe ZhaoHuangjie ZhengKorawat TanwisuthBo ChenMingyuan ZhouPublished in: ICLR (2022)
Keyphrases
- vector space
- low dimensional
- mixtures of gaussians
- mixture model
- manifold learning
- factor analyzers
- topic models
- neural network
- gaussian mixture
- blind source separation
- co occurrence
- expectation maximization
- parametric models
- query words
- heavy tailed distributions
- high dimensional data
- word pairs
- related words
- search engine