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Making Documents Work: Challenges for Document Understanding

机译:制作文件工作:对文件理解的挑战

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In this paper I will try to explain the nature of document understanding in all of its dimensions. Therefore I will first describe the characteristics of data, knowledge, and information in order to describe their synergetic interweaving. After that I will try to structure the inherent complexity of sub-problems of document understanding which may not be solved serially, but rather are attributes of individual documents. Thus, this paper focuses on system engineering challenges. However, I will show some recent work done on the different topics and give some insights in the individual techniques we chose at DFKI.
机译:在本文中,我将尝试在其所有维度中解释文献理解的性质。因此,我将首先描述数据,知识和信息的特征,以描述其协同交织。之后,我将尝试构建文档理解的子问题的固有复杂性,这可能不会串行解决,而是单个文档的属性。因此,本文侧重于系统工程挑战。但是,我将在不同的主题上展示一些最近的工作,并对我们在DFKI选择的个人技术中提供一些见解。

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