LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space.
Tasnim MohiuddinM. Saiful BariShafiq R. JotyPublished in: CoRR (2020)
Keyphrases
- latent space
- gaussian process latent variable models
- bilingual lexicon
- latent variables
- low dimensional
- dimensionality reduction
- lower dimensional
- gaussian process
- high dimensional
- matrix factorization
- manifold learning
- gaussian processes
- generative model
- feature space
- parameter space
- probabilistic latent semantic analysis
- transfer learning
- distance metric
- machine translation
- cross language
- probabilistic model
- machine learning
- data mining
- topic models
- distance measure
- principal component analysis
- semi automatically
- training set
- clustering algorithm