Causally Denoise Word Embeddings Using Half-Sibling Regression.
Zekun YangTianlin LiuPublished in: CoRR (2019)
Keyphrases
- denoising
- regression model
- co occurrence
- low dimensional
- model selection
- locally weighted
- euclidean space
- n gram
- image denoising
- vector space
- support vector
- regression function
- related words
- regression algorithm
- linear regression
- distance measure
- support vector regression
- regression analysis
- regression problems
- word recognition
- random noise
- dimensionality reduction
- manifold learning
- causal relationships
- leaf nodes
- regression method
- simple linear
- query processing
- feature vectors
- decision trees