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A Legal Perspective on Training Models for Natural Language Processing

Eckart de Castilho, Richard ; Dore, Giulia ; Labropoulou, Penny ; Margoni, Thomas ; Gurevych, Iryna (2018)
A Legal Perspective on Training Models for Natural Language Processing.
Miyazaki, Japan
Conference or Workshop Item, Bibliographie

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
Type of entry: Bibliographie
Title: A Legal Perspective on Training Models for Natural Language Processing
Language: English
Date: May 2018
Publisher: European Language Resources Association (ELRA)
Book Title: Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018)
Event Location: Miyazaki, Japan
URL / URN: http://www.lrec-conf.org/proceedings/lrec2018/summaries/1006...
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.

Uncontrolled Keywords: CEDIFOR;UKP_p_OpenMinTeD;UKP_reviewed;UKP_a_LangTech4eHum
Identification Number: TUD-CS-2018-0010
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
Date Deposited: 14 Dec 2017 15:28
Last Modified: 24 Jan 2020 12:03
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