Is anisotropy really the cause of BERT embeddings not being semantic?
Alejandro Fuster BaggettoVíctor FresnoPublished in: EMNLP (Findings) (2022)
Keyphrases
- semantic web
- semantic information
- natural language
- domain independent
- semantic knowledge
- low dimensional
- vector space
- high level
- semantic annotation
- semantic interpretation
- semantic representation
- manifold learning
- domain ontology
- semantic analysis
- semantic search
- semantic similarity
- dimensionality reduction
- semantic level
- semantic description