Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing.
Haoyu LiJunpeng WangYan ZhengLiang WangWei ZhangHan-Wei ShenPublished in: Inf. Vis. (2023)
Keyphrases
- latent space
- low dimensional
- latent variables
- manifold learning
- gaussian process
- low dimensional spaces
- dimensionality reduction
- feature space
- parameter space
- matrix factorization
- generative model
- lower dimensional
- probabilistic latent semantic analysis
- co occurrence
- gaussian process latent variable models
- gaussian processes
- high dimensional
- distance metric
- transfer learning
- high dimensional spaces
- gaussian mixture
- similarity measure
- high dimensional data
- probabilistic model
- data sets
- euclidean distance
- principal component analysis
- collaborative filtering
- keywords