Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction

Marc Hübner, Christoph Alt, Robert Schwarzenberg, Leonhard Hennig
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引用次数: 1

Abstract

Definition Extraction systems are a valuable knowledge source for both humans and algorithms. In this paper we describe our submissions to the DeftEval shared task (SemEval-2020 Task 6), which is evaluated on an English textbook corpus. We provide a detailed explanation of our system for the joint extraction of definition concepts and the relations among them. Furthermore we provide an ablation study of our model variations and describe the results of an error analysis.
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任务6:用于定义抽取的概念和关系的联合抽取
定义抽取系统对人类和算法都是一个有价值的知识来源。在本文中,我们描述了我们提交给DeftEval共享任务(SemEval-2020 task 6)的内容,该任务在英语教科书语料库上进行评估。详细说明了定义概念联合抽取系统及其相互之间的关系。此外,我们提供了我们的模型变化的消融研究,并描述了误差分析的结果。
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