Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings.
Pratik JawanpuriaMayank MeghwanshiBamdev MishraPublished in: CoRR (2020)
Keyphrases
- manifold alignment
- domain adaptation
- concept space
- semi supervised
- cross domain
- transfer learning
- labeled data
- multiple sources
- target domain
- pos tagging
- sentiment classification
- test data
- manifold learning
- semi supervised learning
- pos taggers
- word sense disambiguation
- n gram
- active learning
- euclidean space
- multi view
- vector space
- sentiment analysis
- low dimensional
- dimensionality reduction
- unlabeled data
- general purpose
- co training
- keywords
- sentence level
- information retrieval
- transfer knowledge
- face recognition
- databases
- pairwise
- data points
- supervised learning
- knowledge transfer
- unsupervised learning