Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences.
Mark AndersonJosé Camacho-ColladosPublished in: *SEM@NAACL-HLT (2022)
Keyphrases
- co occurrence
- semantic similarity
- semantic relationships
- concept hierarchy
- semantic information
- wordnet
- semantic knowledge
- knowledge base
- semantic space
- knowledge representation
- domain knowledge
- domain ontology
- topic models
- semantic relations
- latent semantic analysis
- word sense
- high level
- probabilistic model
- data sources
- text processing
- similarity matrix
- probabilistic latent semantic analysis
- machine learning