ISIKSumm at BioLaySumm task 1: BART-based summarization system enhanced with Bio-entity labels

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dc.authorid0000-0002-7097-6143
dc.contributor.authorÇolak, Çağlaen_US
dc.contributor.authorKaradeniz, İlknuren_US
dc.date.accessioned2023-11-01T17:12:22Z
dc.date.available2023-11-01T17:12:22Z
dc.date.issued2023-07-13
dc.departmentIşık Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering and Natural Sciences, Department of Computer Engineeringen_US
dc.description.abstractCommunicating scientific research to the general public is an essential yet challenging task. Lay summaries, which provide a simplified version of research findings, can bridge the gap between scientific knowledge and public understanding. The BioLaySumm task (Goldsack et al., 2023) is a shared task that seeks to automate this process by generating lay summaries from biomedical articles. Two different datasets that have been created from curating two biomedical journals (PLOS and eLife) are provided by the task organizers. As a participant in this shared task, we developed a system to generate a lay summary from an article’s abstract and main text.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationÇolak, Ç. & Karadeniz, İ. (2023). ISIKSumm at BioLaySumm task 1: BART-based summarization system enhanced with Bio-entity labels. Paper presented at the Proceedings of the Annual Meeting of the Association for Computational Linguistics, 636-640.en_US
dc.identifier.endpage640
dc.identifier.isbn9781959429852
dc.identifier.issn0736-587X
dc.identifier.scopus2-s2.0-85174522896
dc.identifier.scopusqualityN/A
dc.identifier.startpage636
dc.identifier.urihttps://hdl.handle.net/11729/5791
dc.indekslendigikaynakScopusen_US
dc.institutionauthorÇolak, Çağlaen_US
dc.institutionauthorKaradeniz, İlknuren_US
dc.institutionauthorid0000-0002-7097-6143
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherAssociation for Computational Linguistics (ACL)en_US
dc.relation.ispartofProceedings of the Annual Meeting of the Association for Computational Linguisticsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectComputational linguisticsen_US
dc.subjectBio-entitiesen_US
dc.subjectBiomedical journalen_US
dc.subjectGeneral publicsen_US
dc.subjectMain textsen_US
dc.subjectPublic ISen_US
dc.subjectPublic understandingen_US
dc.subjectScientific knowledgeen_US
dc.subjectScientific researchesen_US
dc.subjectSummarization systemsen_US
dc.subjectAbstractingen_US
dc.titleISIKSumm at BioLaySumm task 1: BART-based summarization system enhanced with Bio-entity labelsen_US
dc.typeConference Objecten_US

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