Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings.
Taichi AidaDanushka BollegalaPublished in: ACL (Findings) (2023)
Keyphrases
- prediction accuracy
- vector space
- semantic web
- extreme values
- semantic knowledge
- prediction model
- semantic similarity
- high level
- natural language
- domain specific
- spatial distribution
- semantic analysis
- distance measure
- data driven
- semantic information
- semi supervised
- probability distribution
- clustering algorithm
- prediction algorithm
- semantic representation
- prediction error
- principal component analysis
- supervised learning
- knowledge base
- dimensionality reduction