Ontological Relation Classification Using WordNet, Word Embeddings and Deep Neural Networks.
Ahlem Chérifa KhadirAhmed GuessoumHassina AlianePublished in: MISC (2020)
Keyphrases
- wordnet
- word sense disambiguation
- co occurrence
- lexical database
- word similarity
- word sense
- natural language processing
- semantic information
- semantic relations
- keywords
- semantic relatedness
- lexical information
- recognizing textual entailment
- semantic similarity
- semantic distance
- text classification
- classification accuracy
- knowledge base
- sense disambiguation
- text documents
- machine learning
- lexical resources
- semantic features
- unsupervised word sense disambiguation
- machine learning methods
- knowledge representation
- support vector
- textual entailment
- feature vectors
- feature space
- feature selection
- word meanings
- lexical units
- relatedness measure
- computing semantic relatedness
- information retrieval
- domain ontology
- n gram
- natural language