Semi-Supervised Instance Population of an Ontology using Word Vector Embeddings.
Vindula JayawardanaDimuthu LakmalNisansa de SilvaAmal Shehan PereraKeet SugathadasaBuddhi AyeshaMadhavi PereraPublished in: CoRR (2017)
Keyphrases
- semi supervised
- instance level
- vector space
- manifold learning
- semi supervised learning
- semi supervised clustering
- pairwise
- active learning
- labeled data
- supervised learning
- unlabeled data
- unsupervised learning
- n gram
- low dimensional
- co occurrence
- dimensionality reduction
- multi view
- subspace learning
- domain knowledge
- knowledge representation
- keywords
- label propagation
- pairwise constraints
- labeled examples
- co training
- metric learning
- high dimensional data
- euclidean space
- word sense disambiguation
- domain ontology
- background knowledge
- similarity measure
- word recognition
- natural language
- word pairs
- constrained clustering