1 code implementation • Findings (NAACL) 2022 • Enrico Liscio, Alin Dondera, Andrei Geadau, Catholijn Jonker, Pradeep Murukannaiah
However, domain-specific moral rhetoric poses challenges for transferring knowledge from one domain to another. We provide the first extensive investigation on the effects of cross-domain classification of moral values from text.
1 code implementation • 24 Apr 2024 • Michiel van der Meer, Neele Falk, Pradeep K. Murukannaiah, Enrico Liscio
Active Learning (AL) addresses the high costs of collecting human annotations by strategically annotating the most informative samples.
no code implementations • 11 Mar 2024 • Michiel van der Meer, Enrico Liscio, Catholijn M. Jonker, Aske Plaat, Piek Vossen, Pradeep K. Murukannaiah
We find that, on the one hand, HyEnA achieves higher coverage and precision than a state-of-the-art automated method when compared to a common set of diverse opinions, justifying the need for human insight.
no code implementations • 26 Feb 2024 • Enrico Liscio, Luciano C. Siebert, Catholijn M. Jonker, Pradeep K. Murukannaiah
We focus on situations where a conflict is detected between participants' choices and motivations, and propose methods for estimating value preferences while addressing detected inconsistencies by interacting with the participants.
1 code implementation • 30 Jan 2024 • Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah
Our results show that a pluralist approach to morality can be captured in an embedding space.