Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study.
Keyu WangGuilin QiJiaqi LiSonglin ZhaiPublished in: CoRR (2024)
Keyphrases
- dl lite
- language model
- description logics
- query answering
- language modeling
- data complexity
- computational complexity
- n gram
- first order logic
- document retrieval
- expressive power
- query rewriting
- probabilistic model
- conjunctive queries
- query expansion
- information retrieval
- knowledge base
- smoothing methods
- retrieval model
- test collection
- reasoning tasks
- language models for information retrieval
- query terms
- ontology languages
- ontology based data access
- machine learning
- relevance model
- databases
- semantic web
- data exchange
- integrity constraints