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DOI: 10.4121/518aac3c-27ef-4309-8523-805580c35035

Liscio, Enrico; Dondera, Alin E.; Geadau, Andrei; C.M. (Catholijn) Jonker; Murukannaiah, Pradeep K. (2023): Cross-Domain Classification of Moral Values - supplemental material. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/518aac3c-27ef-4309-8523-805580c35035.v1

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Categories

• Artificial Intelligence and Image Processing
• Information and Computing Sciences

Keywords

Cross-domain Ethics Morality natural language processing NLP Values

Licence

CC BY 4.0

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by Enrico Liscio , Alin E. Dondera, Andrei Geadau, C.M. (Catholijn) Jonker , Pradeep K. Murukannaiah

Raw results for the paper "Cross-Domain Classification of Moral Values", published at NAACL '22. This dataset contains the raw results of the experiments described in the paper, including the evaluations of generalizability, transferability, and catastrophic forgetting with BERT, fastText, and LSTM. Further, it contains the Jupyter Notebooks needed to generate the analysis and the tables present in the paper. The code for generating this results is available at this DOI: 10.4121/8360d02b-b32f-4f07-bbf4-168915392bd9

History

• 2023-12-18 first online, published, posted

Publisher

4TU.ResearchData

Format

*.txt, *.csv, *.json, *.ipynb

Associated peer-reviewed publication

Cross-Domain Classification of Moral Values

Funding

• Hybrid Intelligence Center (a 10-year programme funded by the Dutch Ministry of Education, Culture and Science through the Netherlands Organisation for Scientific Research).

Organizations

TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Intelligent Systems