介绍NLU陈列室:德语的NLU演示器

D. Wegener, Sven Giesselbach, Niclas Doll, Heike Horstmann
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引用次数: 0

摘要

我们提出了NLU Showroom,这是一个具有易于使用的视觉界面的交互式展示自然语言理解模型功能的平台。NLU陈列室主要关注德语,因为没有很多德语NLU资源存在。然而,它也提供相应的英语模式,以达到更广泛的受众。通过NLU展厅,我们展示并比较了各种NLP/NLU模型的功能和局限性。最初的四个演示包括:a)不同的单词表示如何捕获语义相似性的比较;b)不同的句子表示如何解释句子相似性的比较;c)用NLU分析评论的展示;d)寻找实体之间联系的展示。NLU展厅建立在最先进的模型服务和数据处理架构之上。它的目标受众广泛,从新手到研究人员,但重点是将所呈现的模型放在工业应用的背景下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Introducing the NLU Showroom: A NLU Demonstrator for the German Language
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.
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