Semantic Preserving Siamese Autoencoder for Binary Quantization of Word Embeddings.
Wouter MostardLambert SchomakerMarco A. WieringPublished in: NLPIR (2021)
Keyphrases
- co occurrence
- word similarity
- word pairs
- natural language
- semantic knowledge
- syntactic analysis
- semantic similarity
- word sense
- linguistic information
- sentence similarity
- n gram
- vector space
- word sense disambiguation
- semantic analysis
- recognizing textual entailment
- natural language text
- domain specific
- dependency relations
- semantically related
- word recognition
- binary codes
- gray code
- semantic network
- semantic annotation
- lexical semantics
- semantic features
- noun phrases
- semantic information
- semantic web
- text classification
- low dimensional
- distance measure
- dimensionality reduction
- computational complexity