| Autor: |
Bohn, Jeremias, Fischbach, Jannik, Schmitt, Martin, Schütze, Hinrich, Vogelsang, Andreas |
| Rok vydání: |
2021 |
| Předmět: |
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| Druh dokumentu: |
Working Paper |
| Popis: |
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. |
| Databáze: |
arXiv |
| Externí odkaz: |
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