Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency.
Zhuang MaMichael CollinsPublished in: EMNLP (2018)
Keyphrases
- statistical models
- estimation error
- parameter estimation
- missing data
- statistical methods
- noise model
- probabilistic model
- positive and negative
- statistical approaches
- data sets
- estimation algorithm
- monte carlo simulation
- bayesian framework
- complex systems
- edge detection
- prior knowledge
- computational complexity
- decision trees