Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.
Anna GladkovaAleksandr DrozdSatoshi MatsuokaPublished in: SRW@HLT-NAACL (2016)
Keyphrases
- semantic relations
- co occurrence
- word pairs
- wordnet
- noun phrases
- noun modifier
- ontology learning
- relation extraction
- dependency relations
- word sense disambiguation
- semantic relatedness between words
- natural language processing
- word sense
- semantic network
- semantic relationships
- knowledge sources
- n gram
- lexical chains
- linguistic knowledge
- semantic structure
- databases
- low dimensional
- domain knowledge
- lexical information
- data model
- expert systems