Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling.
Gábor BerendPublished in: Trans. Assoc. Comput. Linguistics (2017)
Keyphrases
- sparse coding
- sequence labeling
- conditional random fields
- natural images
- sparse representation
- generative model
- dependency parsing
- image classification
- linear combination
- unsupervised learning
- named entity recognition
- structured prediction
- image representation
- feature space
- image patches
- co occurrence
- high dimensional
- high dimensional data
- low dimensional
- graphical models
- n gram
- vector space
- dimensionality reduction
- bag of words
- information extraction
- visual words
- markov random field
- pattern recognition
- face recognition
- computer vision
- named entities
- object recognition
- machine learning
- text classification
- nearest neighbor
- probabilistic model