Embedding Words as Distributions with a Bayesian Skip-gram Model.
Arthur BrazinskasSerhii HavrylovIvan TitovPublished in: CoRR (2017)
Keyphrases
- probability distribution
- computational model
- mathematical model
- management system
- objective function
- prior knowledge
- heavy tailed
- model selection
- statistical model
- closed form
- formal model
- gaussian distribution
- exponential distributions
- keywords
- exponential family
- power law
- random variables
- parameter estimation
- dimensionality reduction
- probabilistic model