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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): Andrés Holgado-Sánchez, Javier Bajo, Holger Billhardt, Sascha Ossowski, Joaquín AriasPublished in 202510.1007/978-3-031-85463-7_3
- 2.Author(s): Giulio Prevedello, Lara Verheyen, Emanuele Brugnoli, D. Ruggiero Lo Sardo, Remi Van TrijpPublished in 202510.1007/978-3-031-85463-7_4
- 3.Author(s): Emanuele Brugnoli, Pietro Gravino, Giulio PrevedelloPublished in 202410.1007/978-3-031-58202-8_5
- 4.Author(s): Luana Bulla, Aldo Gangemi, Misael MongiovìPublished in 202410.1007/978-3-031-58202-8_7
- 5.Author(s): Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea OmiciniPublished in 202310.1007/978-3-031-40878-6_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 202310.3233/faia230102
- 7.Author(s): Enrico Liscio, Catholijn M. Jonker, Pradeep K. MurukannaiahPublished in 202210.3233/faia220223
- 8.Author(s): Luciano C. Siebert, Enrico Liscio, Pradeep K. Murukannaiah, Lionel Kaptein, Shannon Spruit, Jeroen van den Hoven, Catholijn JonkerPublished in 202210.3233/faia220193
- 9.Author(s): Ibo van de Poel, Tristan de Wildt, Dyami van Kooten PássaroPublished in 202210.1007/978-3-031-08424-9_2
- 1.Author(s): Luana Bulla, Aldo Gangemi, Misael Mongiovi’Published in 202310.18653/v1/2023.findings-acl.524
- 2.Author(s): Sukannya Purkayastha, Anne Lauscher, Iryna GurevychPublished in 202310.18653/v1/2023.emnlp-main.894
- 3.Author(s): Michiel van der Meer, Piek Vossen, Catholijn Jonker, Pradeep MurukannaiahPublished in 202310.18653/v1/2023.emnlp-main.992
- 4.Author(s): Karina Vida, Judith Simon, Anne LauscherPublished in 202310.18653/v1/2023.findings-emnlp.368
- 1.Author(s): Lorenzo Zangari, Candida Maria Greco, Davide Picca, Andrea TagarelliPublished in 202510.1007/s00146-025-02225-w
- 2.Author(s): Rada Mihalcea, Laura Biester, Ryan L. Boyd, Zhijing Jin, Veronica Perez-Rosas, Steven Wilson, James W. PennebakerPublished in 202410.1038/s41562-024-01938-0
- 3.Author(s): Alina Landowska, Katarzyna Budzynska, He ZhangPublished in 202410.1007/s10503-024-09636-x
- 4.Author(s): Aida Ramezani, Yang XuPublished in 202410.1111/tops.12774
- 5.Author(s): عبير صالح علي الشهريPublished in 202310.21608/jsrep.2023.317520
Contributors
AD
Alin E. Dondera
AG
Andrei Geadau
C(J
C.M. (Catholijn) Jonker
EL
Enrico Liscio
PM
Pradeep K. Murukannaiah
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