Rapidly developing NLP applications for content curation.
Time and again we are faced, in a number of collaborative research projects, with the challenge of interconnecting various language processing tools to implement certain industry-driven use cases focusing, for the most part, upon digital content curation processes. In this paper we first describe se...
| Published in: | Language Resources & Evaluation Vol. 59; no. 4; pp. 4469 - 4493 |
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| Main Authors: | , , , , , |
| Format: | Article |
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Springer Nature
Dec2025
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| Subjects: | |
| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=189912011&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 189912011 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Dec2025 vid: 59 iid: 4 pid: 237 pub: Springer Nature artinfo: ui: 189912011 10.1007/s10579-024-09774-4 ppf: 4469 ppct: 24 formats: fmt: – @attributes: type: T – @attributes: type: P size: 1.4MB tig: atl: Rapidly developing NLP applications for content curation. aug: au: Moreno-Schneider, Julian Ostendorff, Malte Schulz, Konstantin Zaczynska, Karolina Kintzel, Florian Rehm, Georg affil: https://ror.org/01ayc5b57 Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI), Berlin, Germany https://ror.org/01hcx6992 Humboldt-Universität zu Berlin, Institut für deutsche Sprache und Literatur, Berlin, Germany su: Natural language processing Workflow management Scalability Internet content management systems Digital media Computational linguistics Resourcefulness sug: subj: Natural language processing Workflow management Scalability Internet content management systems Digital media Computational linguistics Resourcefulness keyword: Applications Curation Curation technologies Information and Computing Sciences Information Systems Language technology LR infrastructures and architectures NLP Platform Systems Text analytics Tools ab: Time and again we are faced, in a number of collaborative research projects, with the challenge of interconnecting various language processing tools to implement certain industry-driven use cases focusing, for the most part, upon digital content curation processes. In this paper we first describe several of the relevant projects and their technology platforms, followed by a description of the corresponding use cases and their requirements. The content curation platform we focus upon in this article and which has been implemented as a prototype makes use of a large number of NLP services, which we also build upon for other use cases and prototypes. In addition to the implemented NLP services, the article presents a workflow manager for the flexible creation and customisation of processing workflows that make use of the above mentioned NLP services. Based on the four key principles of generality, flexibility, scalability and efficiency, we present the first version of the workflow manager by providing details on its custom definition language, explaining the communication components and the general system architecture and setup. The paper also addresses challenges in interoperability across different NLP tasks and hardware-based resource use. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2025. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2025 holdings: @attributes: islocal: N |
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