EClaiRE: Context Matters! - Comparing Word Embeddings for Relation Classification.
Lena HettingerAlbin ZeheAlexander DallmannAndreas HothoPublished in: GI-Jahrestagung (2019)
Keyphrases
- pattern recognition
- classification algorithm
- support vector
- machine learning
- classification method
- classification scheme
- feature selection
- benchmark datasets
- class labels
- classification process
- classification models
- image classification
- feature space
- model selection
- preprocessing
- decision trees
- contextual information
- automatic classification
- vector space
- n gram
- global context
- machine learning algorithms
- support vector machine svm
- training samples
- context aware
- unsupervised learning
- text classification
- low dimensional
- co occurrence
- support vector machine
- probabilistic model
- training set
- feature extraction