University of Aberdeen logo

AURA - Aberdeen University Research Archive

 

Scalability of Bayesian Network Structure Elicitation with Large Language Models : a Novel Methodology and Comparative Analysis

dc.contributor.authorBabakov, Nikolay
dc.contributor.authorReiter, Ehud
dc.contributor.authorBugarín-Diz, Alberto
dc.contributor.editorRambow, Owen
dc.contributor.editorWanner, Leo
dc.contributor.editorApidianaki, Marianna
dc.contributor.editorAl-Khalifa, Hend
dc.contributor.editorEugenio, Barbara Di
dc.contributor.editorSchockaert, Steven
dc.contributor.institutionUniversity of Aberdeen.Computational Linguistics at Aberdeenen
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.date.accessioned2025-01-27T11:26:01Z
dc.date.available2025-01-27T11:26:01Z
dc.date.issued2025-01-01
dc.format.extent27
dc.format.extent583611
dc.identifier300946505
dc.identifier87e4423a-59fc-4912-822a-24cf3127c365
dc.identifier85218487720
dc.identifier.citationBabakov, N, Reiter, E & Bugarín-Diz, A 2025, Scalability of Bayesian Network Structure Elicitation with Large Language Models : a Novel Methodology and Comparative Analysis. in O Rambow, L Wanner, M Apidianaki, H Al-Khalifa, B D Eugenio & S Schockaert (eds), Proceedings of the 31st International Conference on Computational Linguistics. Association for Computational Linguistics, Stroudsberg, PA, pp. 10685-10711, 31st International Conference on Computational Linguistics, Abu Dhabi, United Arab Emirates, 19/01/25. < https://aclanthology.org/2025.coling-main.713/ >en
dc.identifier.citationconferenceen
dc.identifier.isbn979-8-89176-196-4
dc.identifier.otherBibtex: babakov-etal-2025-scalability
dc.identifier.otherORCID: /0000-0002-7548-9504/work/176747964
dc.identifier.urihttps://hdl.handle.net/2164/24942
dc.identifier.urlhttps://aclanthology.org/2025.coling-main.713/en
dc.language.isoeng
dc.publisherAssociation for Computational Linguistics
dc.relation.ispartofProceedings of the 31st International Conference on Computational Linguisticsen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subject.lccQA75en
dc.titleScalability of Bayesian Network Structure Elicitation with Large Language Models : a Novel Methodology and Comparative Analysisen
dc.typeConference itemen

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
Babakov_etal_COLING25_Scalability_Bayesian_Network_VOR.pdf
Size:
569.93 KB
Format:
Adobe Portable Document Format

Collections