A novel embedding approach to learn word vectors by weighting semantic relations: SemSpace.
Umut OrhanCagatay Neftali TuluPublished in: Expert Syst. Appl. (2021)
Keyphrases
- semantic relations
- co occurrence
- word pairs
- noun phrases
- vector space
- wordnet
- ontology learning
- semantic relatedness between words
- semantic network
- dependency relations
- word sense
- relation extraction
- natural language processing
- semantic structure
- knowledge sources
- semantic relationships
- word sense disambiguation
- n gram
- web pages
- named entities
- feature vectors
- latent semantic analysis
- weighting scheme
- tf idf
- keywords
- databases
- lexical chains
- similarity measure
- text mining