License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/OASIcs.LDK.2021.28
URN: urn:nbn:de:0030-drops-145642
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2021/14564/
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Wegener, Dennis ; Giesselbach, Sven ; Doll, Niclas ; Horstmann, Heike

Introducing the NLU Showroom: A NLU Demonstrator for the German Language

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OASIcs-LDK-2021-28.pdf (0.7 MB)

Abstract

We present the NLU Showroom, a platform for interactively demonstrating the functionality of natural language understanding models with easy to use visual interfaces. The NLU Showroom focuses primarily on the German language, as not many German NLU resources exist. However, it also serves corresponding English models to reach a broader audience. With the NLU Showroom we demonstrate and compare the capabilities and limitations of a variety of NLP/NLU models. The four initial demonstrators include a) a comparison on how different word representations capture semantic similarity b) a comparison on how different sentence representations interpret sentence similarity c) a showcase on analyzing reviews with NLU d) a showcase on finding links between entities. The NLU Showroom is build on state-of-the-art architectures for model serving and data processing. It targets a broad audience, from newbies to researchers but puts a focus on putting the presented models in the context of industrial applications.

BibTeX - Entry

@InProceedings{wegener_et_al:OASIcs.LDK.2021.28,
  author =	{Wegener, Dennis and Giesselbach, Sven and Doll, Niclas and Horstmann, Heike},
  title =	{{Introducing the NLU Showroom: A NLU Demonstrator for the German Language}},
  booktitle =	{3rd Conference on Language, Data and Knowledge (LDK 2021)},
  pages =	{28:1--28:9},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-95977-199-3},
  ISSN =	{2190-6807},
  year =	{2021},
  volume =	{93},
  editor =	{Gromann, Dagmar and S\'{e}rasset, Gilles and Declerck, Thierry and McCrae, John P. and Gracia, Jorge and Bosque-Gil, Julia and Bobillo, Fernando and Heinisch, Barbara},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2021/14564},
  URN =		{urn:nbn:de:0030-drops-145642},
  doi =		{10.4230/OASIcs.LDK.2021.28},
  annote =	{Keywords: Natural Language Understanding, Natural Language Processing, NLU, NLP, Showroom, Demonstrator, Demos, Text Similarity, Opinion Mining, Relation Extraction}
}

Keywords: Natural Language Understanding, Natural Language Processing, NLU, NLP, Showroom, Demonstrator, Demos, Text Similarity, Opinion Mining, Relation Extraction
Collection: 3rd Conference on Language, Data and Knowledge (LDK 2021)
Issue Date: 2021
Date of publication: 30.08.2021

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