Mapping Unseen Words to Task-Trained Embedding Spaces.
Pranava Swaroop MadhyasthaMohit BansalKevin GimpelKaren LivescuPublished in: Rep4NLP@ACL (2016)
Keyphrases
- embedding space
- training set
- latent space
- n gram
- nearest neighbor searching
- output space
- dimensionality reduction
- training examples
- word sense disambiguation
- input space
- multi dimensional scaling
- graph embedding
- previously unseen
- keywords
- vector space
- low dimensional
- manifold learning
- word recognition
- text documents
- nonlinear dimensionality reduction
- svm classifier
- related words
- gaussian process latent variable models
- multilayer perceptron
- geodesic distance
- word segmentation
- information extraction
- high dimensional
- support vector