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NLP Lean Programming Framework: Developing NLP Applications More Effectively

  • This paper presents NLP Lean Programming framework (NLPf), a new framework for creating custom natural language processing (NLP) models and pipelines by utilizing common software development build systems. This approach allows developers to train and integrate domain-specific NLP pipelines into their applications seamlessly. Additionally, NLPf provides an annotation tool which improves the annotation process significantly by providing a well-designed GUI and sophisticated way of using input devices. Due to NLPf’s properties developers and domain experts are able to build domain-specific NLP applications more efficiently. NLPf is Opensource software and available at https:// gitlab.com/schrieveslaach/NLPf.

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Metadaten
Author:Marc Schreiber, Bodo Kraft, Albert Zündorf
DOI:https://doi.org/10.18653/v1/N18-5001 
Parent Title (English):Proceedings of NAACL-HLT 2018: Demonstrations, New Orleans, Louisiana, June 2 - 4, 2018
Document Type:Conference Proceeding
Language:English
Year of Completion:2018
Date of the Publication (Server):2018/06/19
Length:5 Seiten
Link:http://aclweb.org/anthology/N18-5001
Zugriffsart:weltweit
Institutes:FH Aachen / Fachbereich Medizintechnik und Technomathematik