Causally Denoise Word Embeddings Using Half-Sibling Regression.
Zekun YangTianlin LiuPublished in: AAAI (2020)
Keyphrases
- regression model
- linear regression
- random noise
- denoising
- model selection
- gaussian processes
- euclidean space
- low dimensional
- manifold learning
- n gram
- causal relationships
- image denoising
- high dimensional data
- regression algorithm
- regression problems
- support vector
- locally weighted
- vector space
- regression analysis
- causal models
- hilbert space
- co occurrence
- word sense disambiguation
- regression methods
- word segmentation
- regression method
- gaussian process
- information retrieval
- distance measure
- decision trees