1. ZHAW digitalcollection
  2. School of Management and Law
  3. Publikationen
  4. Publikationen School of Management and Law
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dc.contributor.authorWu, Wenyuan-
dc.contributor.authorHeierli, Jasmin-
dc.contributor.authorMeisterhans, Max-
dc.contributor.authorMoser, Adrian-
dc.contributor.authorFärber, Andri-
dc.contributor.authorDolata, Mateusz-
dc.contributor.authorGavagnin, Elena-
dc.contributor.authorde Spindler, Alexandre-
dc.contributor.authorSchwabe, Gerhard-
dc.date.accessioned2024-07-12T09:38:00Z-
dc.date.available2024-07-12T09:38:00Z-
dc.date.issued2024-05-29-
dc.identifier.isbn978-3-031-60999-2de_CH
dc.identifier.isbn978-3-031-61000-4de_CH
dc.identifier.urihttps://www.zora.uzh.ch/id/eprint/259993/de_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/31093-
dc.description.abstractThe advent of increasingly powerful language models has raised expectations for conversational interactions. However, controlling these models is a challenge, emphasizing the need to be able to investigate the feasibility and value of their application. We present PROMISE (Available at: https://github.com/zhaw-iwi/promise), a framework that facilitates the development of complex conversational interactions with information systems. Its use of state machine modeling concepts enables model-driven, dynamic prompt orchestration across hierarchically nested states and transitions. This improves the control of language models’ behavior and thus enables their effective and efficient use. We show the applications of PROMISE in health information systems and demonstrate its ability to handle complex interactions.de_CH
dc.language.isoende_CH
dc.publisherSpringerde_CH
dc.rightsLicence according to publishing contractde_CH
dc.subjectFrameworkde_CH
dc.subjectPrompt orchestrationde_CH
dc.subjectLanguage modelde_CH
dc.subject.ddc006: Spezielle Computerverfahrende_CH
dc.subject.ddc410.285: Computerlinguistikde_CH
dc.titlePROMISE : a framework for model-driven stateful prompt orchestrationde_CH
dc.typeKonferenz: Paperde_CH
dcterms.typeTextde_CH
zhaw.departementSchool of Management and Lawde_CH
zhaw.organisationalunitInstitut für Wirtschaftsinformatik (IWI)de_CH
zhaw.publisher.placeChamde_CH
dc.identifier.doi10.1007/978-3-031-61000-4_18de_CH
zhaw.conference.details36th International Conference on Advanced Information Systems Engineering (CAiSE), Limassol, Cyprus, 3-7 June 2024de_CH
zhaw.funding.euNode_CH
zhaw.originated.zhawYesde_CH
zhaw.pages.end165de_CH
zhaw.pages.start157de_CH
zhaw.parentwork.editorIslam, Shareeful-
zhaw.parentwork.editorSturm, Arnon-
zhaw.publication.statuspublishedVersionde_CH
zhaw.publication.reviewPeer review (Publikation)de_CH
zhaw.title.proceedingsIntelligent Information Systemsde_CH
zhaw.author.additionalNode_CH
zhaw.display.portraitYesde_CH
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Wu, W., Heierli, J., Meisterhans, M., Moser, A., Färber, A., Dolata, M., Gavagnin, E., de Spindler, A., & Schwabe, G. (2024). PROMISE : a framework for model-driven stateful prompt orchestration [Conference paper]. In S. Islam & A. Sturm (Eds.), Intelligent Information Systems (pp. 157–165). Springer. https://doi.org/10.1007/978-3-031-61000-4_18
Wu, W. et al. (2024) ‘PROMISE : a framework for model-driven stateful prompt orchestration’, in S. Islam and A. Sturm (eds) Intelligent Information Systems. Cham: Springer, pp. 157–165. Available at: https://doi.org/10.1007/978-3-031-61000-4_18.
W. Wu et al., “PROMISE : a framework for model-driven stateful prompt orchestration,” in Intelligent Information Systems, May 2024, pp. 157–165. doi: 10.1007/978-3-031-61000-4_18.
WU, Wenyuan, Jasmin HEIERLI, Max MEISTERHANS, Adrian MOSER, Andri FÄRBER, Mateusz DOLATA, Elena GAVAGNIN, Alexandre DE SPINDLER und Gerhard SCHWABE, 2024. PROMISE : a framework for model-driven stateful prompt orchestration. In: Shareeful ISLAM und Arnon STURM (Hrsg.), Intelligent Information Systems [online]. Conference paper. Cham: Springer. 29 Mai 2024. S. 157–165. ISBN 978-3-031-60999-2. Verfügbar unter: https://www.zora.uzh.ch/id/eprint/259993/
Wu, Wenyuan, Jasmin Heierli, Max Meisterhans, Adrian Moser, Andri Färber, Mateusz Dolata, Elena Gavagnin, Alexandre de Spindler, and Gerhard Schwabe. 2024. “PROMISE : A Framework for Model-Driven Stateful Prompt Orchestration.” Conference paper. In Intelligent Information Systems, edited by Shareeful Islam and Arnon Sturm, 157–65. Cham: Springer. https://doi.org/10.1007/978-3-031-61000-4_18.
Wu, Wenyuan, et al. “PROMISE : A Framework for Model-Driven Stateful Prompt Orchestration.” Intelligent Information Systems, edited by Shareeful Islam and Arnon Sturm, Springer, 2024, pp. 157–65, https://doi.org/10.1007/978-3-031-61000-4_18.


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