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Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine : Incorporating Domain Knowledge into Pre-trained Models

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dc.contributor.authorOfori-Boateng, Regina
dc.contributor.authorAceves-Martins, Magaly
dc.contributor.authorWirantuga, Nirmalie
dc.contributor.authorMoreno-García, Carlos Francisco
dc.contributor.editorMartin, Kyle
dc.contributor.editorSalimi, Pedram
dc.contributor.editorWijayasekara, Vihanga
dc.contributor.institutionUniversity of Aberdeen.Rowett Instituteen
dc.date.accessioned2025-10-16T10:10:01Z
dc.date.issued2024-10-17
dc.format.extent8
dc.format.extent371553
dc.identifier307792103
dc.identifierea0de9d7-814d-47c2-88f8-d33530f4a476
dc.identifier85210020292
dc.identifier.citationOfori-Boateng, R, Aceves-Martins, M, Wirantuga, N & Moreno-García, C F 2024, Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine : Incorporating Domain Knowledge into Pre-trained Models. in K Martin, P Salimi & V Wijayasekara (eds), Proceedings of the SICSA Workshop on Reasoning, Evaluation and Application of Large Language Models (SICSA-REALLM 2024) : Aberdeen, United Kingdom, October 17th, 2024. vol. 3822, CEUR Workshop Proceedings, vol. 3822, CEUR-WS, pp. 11-18, 2024 SICSA Workshop on Reasoning, Evaluation and Application of Large Language Models, SICSA-REALLM 2024, Aberdeen, United Kingdom, 17/10/24. < https://ceur-ws.org/Vol-3822/ >en
dc.identifier.citationconferenceen
dc.identifier.issn1613-0073
dc.identifier.otherORCID: /0000-0002-9441-142X/work/194700510
dc.identifier.urihttps://hdl.handle.net/2164/26237
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85210020292&partnerID=8YFLogxKen
dc.identifier.urlhttps://ceur-ws.org/Vol-3822/en
dc.language.isoeng
dc.publisherCEUR-WS
dc.relation.ispartofProceedings of the SICSA Workshop on Reasoning, Evaluation and Application of Large Language Models (SICSA-REALLM 2024)en
dc.relation.ispartofseriesCEUR Workshop Proceedingsen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.subjectDomain Integrationen
dc.subjectEvidence-Based Medicineen
dc.subjectLarge/Pre-trained Language Modelsen
dc.subjectTransfer Learningen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectGeneral Computer Scienceen
dc.subject.lccQA75en
dc.titleExtended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine : Incorporating Domain Knowledge into Pre-trained Modelsen
dc.typeConference itemen

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