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Cross-Domain Classification of Moral Values - code
Cross-Domain Classification of Moral Values - code
19
mentions
5
contributors
Description
Code for the paper "Cross-Domain Classification of Moral Values", published at NAACL '22. This code implements a cross-domain evaluation of BERT, fastText, and LSTM across the seven datasets of MFTC. After being trained, the models are evaluated for generalizability, transferability, and catastrophic forgetting.
License
- MIT
Packages
Reference papers
Mentions
- 1.Author(s): Giulio Prevedello, Lara Verheyen, Emanuele Brugnoli, D. Ruggiero Lo Sardo, Remi Van TrijpPublished in Lecture Notes in Computer Science, Value Engineering in Artificial Intelligence by Springer Nature Switzerland in 2025, page: 61-7510.1007/978-3-031-85463-7_4
- 2.Author(s): Andrés Holgado-Sánchez, Javier Bajo, Holger Billhardt, Sascha Ossowski, Joaquín AriasPublished in Lecture Notes in Computer Science, Value Engineering in Artificial Intelligence by Springer Nature Switzerland in 2025, page: 40-6010.1007/978-3-031-85463-7_3
- 3.Author(s): Emanuele Brugnoli, Pietro Gravino, Giulio PrevedelloPublished in Lecture Notes in Computer Science, Value Engineering in Artificial Intelligence by Springer Nature Switzerland in 2024, page: 67-8210.1007/978-3-031-58202-8_5
- 4.Author(s): Luana Bulla, Aldo Gangemi, Misael MongiovìPublished in Lecture Notes in Computer Science, Value Engineering in Artificial Intelligence by Springer Nature Switzerland in 2024, page: 98-11310.1007/978-3-031-58202-8_7
- 5.Author(s): Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea OmiciniPublished in Lecture Notes in Computer Science, Explainable and Transparent AI and Multi-Agent Systems by Springer Nature Switzerland in 2023, page: 97-11510.1007/978-3-031-40878-6_6
- 6.Author(s): Enrico Liscio, Roger Lera-Leri, Filippo Bistaffa, Roel I. J. Dobbe, Catholijn M. Jonker, Maite Lopez-Sanchez, Juan A. Rodriguez-Aguilar, Pradeep K. MurukannaiahPublished in Frontiers in Artificial Intelligence and Applications, HHAI 2023: Augmenting Human Intellect by IOS Press in 202310.3233/faia230102
- 7.Author(s): Luciano C. Siebert, Enrico Liscio, Pradeep K. Murukannaiah, Lionel Kaptein, Shannon Spruit, Jeroen van den Hoven, Catholijn JonkerPublished in Frontiers in Artificial Intelligence and Applications, HHAI2022: Augmenting Human Intellect by IOS Press in 202210.3233/faia220193
- 8.Author(s): Enrico Liscio, Catholijn M. Jonker, Pradeep K. MurukannaiahPublished in Frontiers in Artificial Intelligence and Applications, HHAI2022: Augmenting Human Intellect by IOS Press in 202210.3233/faia220223
- 9.Author(s): Ibo van de Poel, Tristan de Wildt, Dyami van Kooten PássaroPublished in Philosophy of Engineering and Technology, Values for a Post-Pandemic Future by Springer International Publishing in 2022, page: 23-5810.1007/978-3-031-08424-9_2
- 1.Author(s): Sukannya Purkayastha, Anne Lauscher, Iryna GurevychPublished in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing by Association for Computational Linguistics in 2023, page: 14479-1449510.18653/v1/2023.emnlp-main.894
- 2.Author(s): Karina Vida, Judith Simon, Anne LauscherPublished in Findings of the Association for Computational Linguistics: EMNLP 2023 by Association for Computational Linguistics in 2023, page: 5534-555410.18653/v1/2023.findings-emnlp.368
- 3.Author(s): Michiel van der Meer, Piek Vossen, Catholijn Jonker, Pradeep MurukannaiahPublished in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing by Association for Computational Linguistics in 2023, page: 15986-1600810.18653/v1/2023.emnlp-main.992
- 4.Author(s): Luana Bulla, Aldo Gangemi, Misael Mongiovi’Published in Findings of the Association for Computational Linguistics: ACL 2023 by Association for Computational Linguistics in 202310.18653/v1/2023.findings-acl.524
- 1.Author(s): Lorenzo Zangari, Candida Maria Greco, Davide Picca, Andrea TagarelliPublished in AI & SOCIETY by Springer Science and Business Media LLC in 202510.1007/s00146-025-02225-w
- 2.Author(s): Aida Ramezani, Yang XuPublished in Topics in Cognitive Science by Wiley in 2024, page: 120-13810.1111/tops.12774
- 3.Author(s): Rada Mihalcea, Laura Biester, Ryan L. Boyd, Zhijing Jin, Veronica Perez-Rosas, Steven Wilson, James W. PennebakerPublished in Nature Human Behaviour by Springer Science and Business Media LLC in 2024, page: 1877-188910.1038/s41562-024-01938-0
- 4.Author(s): Alina Landowska, Katarzyna Budzynska, He ZhangPublished in Argumentation by Springer Science and Business Media LLC in 2024, page: 405-43410.1007/s10503-024-09636-x
- 5.Author(s): عبير صالح علي الشهريPublished in التربية (الأزهر): مجلة علمية محکمة للبحوث التربوية والنفسية والاجتماعية) by Egypts Presidential Specialized Council for Education and Scientific Research in 2023, page: 579-61210.21608/jsrep.2023.317520
Contributors
AD
Alin E. Dondera
AG
Andrei Geadau
C(J
C.M. (Catholijn) Jonker
EL
Enrico Liscio
PM
Pradeep K. Murukannaiah
Member of community