Discovering linguistic (ir)regularities in word embeddings through max-margin separating hyperplanes.
Noel KennedyImogen SchofieldDave C. BrodbeltDavid B. ChurchDan G. O'NeillPublished in: CoRR (2020)
Keyphrases
- max margin
- maximum margin
- hyperplane
- multi class
- information retrieval
- structured prediction
- latent variables
- conditional random fields
- markov networks
- multi label classification
- multi label
- support vector
- co occurrence
- support vector machine
- natural language
- action recognition
- dimensionality reduction
- pattern classification
- learning algorithm
- learning scheme
- visual similarity
- max margin markov
- vector space
- parameter learning
- natural language processing
- keywords
- image annotation
- svm classifier
- text categorization
- low dimensional
- information extraction
- bayesian networks
- search engine