Word2Vec is only a special case of Kernel Correspondence Analysis and Kernels for Natural Language Processing.
Hirotaka NiitsumaPublished in: CoRR (2016)
Keyphrases
- correspondence analysis
- special case
- natural language processing
- reproducing kernel hilbert space
- kernel function
- word sense disambiguation
- kernel methods
- multivariate statistical analysis
- machine learning
- factor analysis
- multiple kernel learning
- support vector
- feature space
- categorical data
- wordnet
- information extraction
- neural network
- multidimensional scaling
- kernel matrix
- co occurrence
- component analysis
- natural language
- n gram
- feature selection
- text mining
- support vector machine
- independent component analysis
- semantic relations
- input space
- named entities
- pattern recognition
- information retrieval
- high dimensional