2020/04/16 by Julián Moreno-Schneider, Julián Moreno Schneider, Peter Bourgonje +6
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE) #Topic Modeling #cs.CL #cs.SE
paper · pdf · doi:10.48550/arxiv.2004.14130
Proceedings of the 1st International Workshop on Language Technology Platforms (IWLTP 2020). To appear
arxiv created 2020/04/16 · openalex publication_date 2020/04/16 · arxiv updated 2020/04/30 · openalex created_date 2020/05/13 · openalex updated_date 2026/07/28
We present a workflow manager for the flexible creation and customisation of NLP processing pipelines. The workflow manager addresses challenges in interoperability across various different NLP tasks and hardware-based resource usage. 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. We currently implement the system, which is grounded and motivated by real-world industry use cases in several innovation and transfer projects.