Using Word2vec Technique to Determine Semantic and Morphologic Similarity in Embedded Words of the Ukrainian Language.
Larysa SavytskaNataliya VnukovaIryna BezuglaVasyl PyvovarovM. Turgut SübayPublished in: COLINS (2021)
Keyphrases
- word similarity
- word pairs
- semantic similarity
- semantic relatedness between words
- linguistic knowledge
- word meanings
- sentence similarity
- target language
- natural language
- document similarity
- language specific
- word meaning
- lexical information
- word sense disambiguation
- wordnet
- similarity measure
- syntactic categories
- concept space
- co occurrence
- linguistic information
- language processing
- linguistic analysis
- n gram
- lexical database
- word sense
- related words
- semantic relationships
- semantic relations
- english words
- word recognition
- semantic information
- word order
- text representation
- chinese text retrieval
- indian languages
- keywords
- parallel corpus
- semantically related
- semantic relatedness
- unknown words
- machine translation
- natural language text
- language model
- topic models
- pointwise mutual information
- tf idf
- word forms
- semantic features
- word segmentation
- semantic roles
- semantic labels
- syntactic analysis
- word frequency