Group legacy to start from:
- DOREMUS: https://github.com/DOREMUS-ANR/knowledge-base/tree/master/query-examples
- SILKNOW: https://github.com/silknow/converter/tree/master/competency_questions
- Odeuropa: https://github.com/Odeuropa/ontology/tree/master/competency_questions
- NORIA: https://github.com/Orange-OpenSource/noria-ontology/tree/master/cqs
... each of these projects have competency questions nicely phrased with associated SPARQL queries!
Method to find the below related work:
search for "competency question" on Github, https://github.com/search?q=competency+question&type=repositories and manually inspect the 51 results.
- "Insights from the KCL LLM Knowledge Prompting Hack Event 2023": https://datalanguage.com/blog/insights-from-kcl-llm-knowledge-graph-prompting-hack-event-2023 that @Youssra REBBOUD and @Youri Peskine attended
- "Knowledge Engineering Using Large Language Models" by Bradley P. Allen , Lise Stork , Paul Groth. https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.3 (with 120 relevant references!)
- CLaRO: https://github.com/mkeet/CLaRO (Competency question Language for specifying Requirements for an Ontology) ... arxiv from 2018 and 2 papers published in 2019 and 2021
- Dataset: https://github.com/CQ2SPARQLOWL/Dataset ... interesting as they collected 234 CQ from 5 ontologies and
abstracted them into 106 patterns
- Software Ontology (SWO)
- Stuff Ontology (Stuff)
- African Wildlife Ontology (AWO)
- Dementia Ambient Care Ontology (Dem@Care)
- Ontology of Datatypes (OntoDT)
- Paper: https://arxiv.org/abs/1811.09529
- Paper: https://link.springer.com/chapter/10.1007/978-3-031-47745-4_16
- "A framework for LM-assisted ontology engineering based on competency questions", from our Polifonia friends, https://polifonia-project.github.io/idea/
- The CQ dataset from Polifonia is at https://polifonia-project.github.io/idea/competency-questions/polifoniacq-dataset ... it could be compared with the one from DOREMUS
- SeeQuery: An Automatic Method for Recommending Translations of Ontology Competency Questions into SPARQL-OWL, https://dl.acm.org/doi/10.1145/3459637.3482387 (CIKM 2021)
- Github: https://github.com/dwisniewski/SeeQuery
- It makes use of https://github.com/CQ2SPARQLOWL/Dataset (see CLaRO above)
- It makes use of https://github.com/dwisniewski/BigCQ (a big synthetic dataset of CQ templates to SPARQL-OWL templates mappings)
- "A Tagger for Glossary of Terms Extraction from Ontology Competency Questions" , https://link.springer.com/chapter/10.1007/978-3-030-32327-1_36 (ESWC 2019 Poster paper)
- Gitub: https://github.com/dwisniewski/CRFBasedGlossaryOfTermsExtraction
- Tiny dataset: https://github.com/nikhilgowda123/SpotifyKG ... 10 CQ about Music (Spotify KG) ... can also be merged with DOREMUS and Polifonia