Geometry-aware domain adaptation for unsupervised alignment of word embeddings.
Pratik JawanpuriaMayank MeghwanshiBamdev MishraPublished in: ACL (2020)
Keyphrases
- manifold alignment
- domain adaptation
- concept space
- semi supervised
- transfer learning
- labeled data
- pos tagging
- sentiment classification
- multiple sources
- co occurrence
- cross domain
- semi supervised learning
- test data
- pos taggers
- transfer knowledge
- sentence level
- target domain
- low dimensional
- n gram
- keywords
- vector space
- active learning
- word sense disambiguation
- co training
- dimensionality reduction
- multi view
- unsupervised learning
- unlabeled data
- document classification
- manifold learning
- supervised learning
- probabilistic model
- natural language
- machine learning