Exploring Dimensionality Reduction Techniques in Multilingual Transformers.
Álvaro Huertas-GarcíaAlejandro MartínJavier Huertas-TatoDavid CamachoPublished in: CoRR (2022)
Keyphrases
- dimensionality reduction
- high dimensional data
- principal component analysis
- feature extraction
- high dimensional
- pattern recognition and machine learning
- high dimensionality
- dimensionality reduction methods
- pattern recognition
- data points
- random projections
- linear discriminant analysis
- data representation
- principal components
- lower dimensional
- structure preserving
- linear dimensionality reduction
- low dimensional
- digital libraries
- manifold learning
- cross lingual
- cross language
- feature space
- cross language information retrieval
- language independent
- dimension reduction
- sparse representation
- nonlinear dimensionality reduction
- feature selection
- information retrieval
- partial discharge
- multilingual information retrieval
- linear projection
- multidimensional scaling
- metric learning
- input space