Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing.
Haoyu LiJunpeng WangYan ZhengLiang WangWei ZhangHan-Wei ShenPublished in: CoRR (2024)
Keyphrases
- latent space
- low dimensional
- latent variables
- dimensionality reduction
- gaussian process
- manifold learning
- gaussian processes
- gaussian process latent variable models
- lower dimensional
- feature space
- low dimensional spaces
- matrix factorization
- generative model
- parameter space
- probabilistic latent semantic analysis
- co occurrence
- high dimensional
- high dimensional data
- distance metric
- transfer learning
- probabilistic model
- gaussian mixture
- keywords
- data sets
- document clustering
- euclidean space
- principal component analysis
- recommender systems
- data analysis