Disentangling continuous and discrete linguistic signals in transformer-based sentence embeddings.
Vivi NastasePaola MerloPublished in: CoRR (2023)
Keyphrases
- natural language
- discrete space
- linguistic features
- continuous domains
- continuous data
- continuous space
- syntactic analysis
- discrete data
- continuous functions
- continuous action
- discrete variables
- continuous variables
- phrase structure
- fuzzy logic
- euclidean space
- signal processing
- word order
- vector space
- piecewise linear
- low dimensional
- syntactic structures
- natural language processing
- hilbert space
- sentence level
- dimensionality reduction
- text generation
- discrete valued
- fault diagnosis
- neural network
- frequency domain
- distance measure
- continuous state spaces
- discourse structure
- independent component analysis