A survey on moral foundation theory and pre-trained language models
Current advances and challenges
Dados Bibliográficos
| ID | 20399146 |
|---|---|
| Autores | Lorenzo Zangari (0009-0009-9057-1299, University of Calabria), Candida M Greco (0009-0004-2902-533X, University of Calabria, autor correspondente), Davide Picca (0000-0003-2014-0855, University of Lausanne), Andrea Tagarelli (0000-0002-8142-503X, University of Calabria) |
| Ano | 2025 |
| Volume | 40 |
| Fascículo | 6 |
| Páginas | 4973-4998 |
| Data de publicação | 2025-08-01 |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | AI & Society (JOURNAL) |
| Identificadores do periódico | ISSN: 0951-5666 • E-ISSN: 1435-5655 |
| Editora | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s00146-025-02225-w |
| OpenAlex | W4408799105 |
| Idioma | EN |
| Citações recebidas | 1 |
| Referências citadas | 89 |
Moral values have deep roots in early civilizations, codified within norms and laws that regulated societal order and the common good. They play a crucial role in understanding the psychological basis of human behavior and cultural orientation. The moral foundation theory (MFT) is a well-established framework that identifies the core moral foundations underlying the manner in which different cultures shape individual and social lives. Recent advancements in natural language processing, particularly pre-trained language models (PLMs), have enabled the extraction and analysis of moral dimensions from textual data. This survey presents a comprehensive review of MFT-informed PLMs, providing an analysis of moral tendencies in PLMs and their application in the context of MFT. We also review relevant datasets and lexicons and discuss trends, limitations, and future directions. By providing a structured overview of the intersection between PLMs and MFT, this work bridges moral psychology insights within the realm of PLMs, paving the way for further research and development in creating morally aware AI systems
Archaeology · Art · Cognitive science · Electrical engineering · Engineering ethics · Epistemology · Geography · Linguistics · Performing arts · Visual arts · Computer Science · Engineering · Misinformation and Its Impacts · Philosophy · Psychology · Psychology of Moral and Emotional Judgment · Topic Modeling
Morality in everyday life
The Moral Machine experiment
The extended Moral Foundations Dictionary (eMFD)
Sentence-Bert
Cultural bias and cultural alignment of large language models
Moral foundations vignettes
A Survey on Evaluation of Large Language Models
Understanding Libertarian Morality
Universals in the Content and Structure of Values
Moral Foundations Theory
Foundations of morality in Iran
Moral concerns are differentially observable in language
Morality, moral order, and language conflict and aggression
Moral Foundations Twitter Corpus
Stream
Morality and Social Identity
The MAD Model of Moral Contagion
Extracting Latent Moral Information from Text Narratives
Data Collection in a Flat World
Mapping morality with a compass
Intuitive ethics
Morality beyond the Weird
Liberals and conservatives rely on different sets of moral foundations
Mapping the moral domain
Beyond Beliefs
When Morality Opposes Justice
| Citações por ano | 1 |
|---|---|
| Intervalo de citações | 2026 - 2026 (1) |
| Altamente citado | Não |