Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations.
Pengfei HongDeepanway GhosalNavonil MajumderSomak AdityaRada MihalceaSoujanya PoriaPublished in: CoRR (2024)
Keyphrases
- artificial general intelligence
- domain knowledge
- domain specific
- domain ontology
- semantic web
- knowledge base
- intelligent systems
- semantically rich
- semantic information
- knowledge representation
- semi automatically
- ontology driven
- learning styles
- ontology construction
- artificial intelligence
- semantically enhanced
- semantic query
- general intelligence
- owl dl ontologies
- mathematical expressions
- knowledge society
- semantic description
- developing countries
- mathematical models
- co occurrence