LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space.
Tasnim MohiuddinM. Saiful BariShafiq Rayhan JotyPublished in: EMNLP (1) (2020)
Keyphrases
- latent space
- gaussian process latent variable models
- bilingual lexicon
- latent variables
- low dimensional
- gaussian process
- high dimensional
- dimensionality reduction
- lower dimensional
- parameter space
- gaussian processes
- manifold learning
- generative model
- feature space
- matrix factorization
- transfer learning
- probabilistic latent semantic analysis
- distance metric
- high dimensional data
- machine translation
- maximum likelihood
- collaborative filtering
- prior knowledge
- wordnet