Do Transformers Encode a Foundational Ontology? Probing Abstract Classes in Natural Language.
Mael JullienMarco ValentinoAndré FreitasPublished in: CoRR (2022)
Keyphrases
- natural language
- knowledge representation
- class hierarchy
- domain knowledge
- natural language interface
- domain specific
- semantic representation
- domain ontology
- natural language processing
- expressed in natural language
- ontology driven
- knowledge base
- machine learning
- semantic web
- question answering
- owl dl ontologies
- semantic analysis
- conceptual graphs
- databases
- data sets
- data model
- ontological framework
- relevant concepts
- ontology engineering
- information systems
- related concepts
- semi automatically
- dialogue system
- conceptual model
- high level
- semantic information
- expert systems