Title
Semi-Automated Labeling of Requirement Datasets for Relation Extraction.
Abstract
Creating datasets manually by human annotators is a laborious task that can lead to biased and inhomogeneous labels. We propose a flexible, semi-automatic framework for labeling data for relation extraction. Furthermore, we provide a dataset of preprocessed sentences from the requirements engineering domain, including a set of automatically created as well as hand-crafted labels. In our case study, we compare the human and automatic labels and show that there is a substantial overlap between both annotations.
Year
Venue
DocType
2021
BUCC@RANLP
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
5
Name
Order
Citations
PageRank
Jeremias Bohn100.34
Jannik Fischbach200.68
Martin Schmitt301.35
Hinrich Schütze42113362.21
Andreas Vogelsang58331.23