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

Computation and Language 2021-04-01 v1
Authors: Marc Hübner , Christoph Alt , Robert Schwarzenberg , Leonhard Hennig
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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.

Keywords

definition extraction joint extraction concept extraction relation extraction semeval-2020 task 6 defteval

Cite

@article{arxiv.2103.17090,
  title  = {Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction},
  author = {Marc Hübner and Christoph Alt and Robert Schwarzenberg and Leonhard Hennig},
  journal= {arXiv preprint arXiv:2103.17090},
  year   = {2021}
}

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