Eckart de Castilho, Richard ; Dore, Giulia ; Labropoulou, Penny ; Margoni, Thomas ; Gurevych, Iryna (2018):
A Legal Perspective on Training Models for Natural Language Processing.
In: Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), pp. 1267-1274,
European Language Resources Association (ELRA), Miyazaki, Japan, [Conference or Workshop Item]
Abstract
A significant concern in processing natural language data is the often unclear legal status of the input and output data/resources. In this paper, we investigate this problem by discussing a typical activity in Natural Language Processing: the training of a machine learning model from an annotated corpus. We examine which legal rules apply at relevant steps and how they affect the legal status of the results, especially in terms of copyright and copyright-related rights.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2018 |
| Creators: | Eckart de Castilho, Richard ; Dore, Giulia ; Labropoulou, Penny ; Margoni, Thomas ; Gurevych, Iryna |
| Title: | A Legal Perspective on Training Models for Natural Language Processing |
| Language: | English |
| Abstract: | A significant concern in processing natural language data is the often unclear legal status of the input and output data/resources. In this paper, we investigate this problem by discussing a typical activity in Natural Language Processing: the training of a machine learning model from an annotated corpus. We examine which legal rules apply at relevant steps and how they affect the legal status of the results, especially in terms of copyright and copyright-related rights. |
| Book Title: | Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018) |
| Publisher: | European Language Resources Association (ELRA) |
| Uncontrolled Keywords: | CEDIFOR;UKP_p_OpenMinTeD;UKP_reviewed;UKP_a_LangTech4eHum |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Ubiquitous Knowledge Processing DFG-Graduiertenkollegs DFG-Graduiertenkollegs > Research Training Group 1994 Adaptive Preparation of Information from Heterogeneous Sources |
| Event Location: | Miyazaki, Japan |
| Date Deposited: | 14 Dec 2017 15:28 |
| URL / URN: | http://www.lrec-conf.org/proceedings/lrec2018/summaries/1006... |
| Identification Number: | TUD-CS-2018-0010 |
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