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Moral foundations theory (MFT) is a psychological assessment tool that decomposes human moral reasoning into five factors, including care/harm, liberty/oppression, and sanctity/degradation (Graham et al., 2009). People vary in the weight…

Artificial Intelligence · Computer Science 2023-10-25 Marwa Abdulhai , Gregory Serapio-Garcia , Clément Crepy , Daria Valter , John Canny , Natasha Jaques

As large language models (LLMs) increasingly integrate into our daily lives, it becomes crucial to understand their implicit biases and moral tendencies. To address this, we introduce a Moral Foundations LLM dataset (MFD-LLM) grounded in…

Computers and Society · Computer Science 2025-04-10 Monika Jotautaite , Mary Phuong , Chatrik Singh Mangat , Maria Angelica Martinez

Large Language Models (LLMs) have become increasingly incorporated into everyday life for many internet users, taking on significant roles as advice givers in the domains of medicine, personal relationships, and even legal matters. The…

Computation and Language · Computer Science 2025-10-17 Nicole Smith-Vaniz , Harper Lyon , Lorraine Steigner , Ben Armstrong , Nicholas Mattei

Large language models (LLMs) increasingly operate in social contexts, motivating analysis of how they express and shift moral judgments. In this work, we investigate the moral response of LLMs to persona role-play, prompting a LLM to assume…

Computation and Language · Computer Science 2026-05-15 Davi Bastos Costa , Felippe Alves , Renato Vicente

Moral framing and sentiment can affect a variety of online and offline behaviors, including donation, environmental action, political engagement, and protest. Various computational methods in Natural Language Processing (NLP) have been used…

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…

Computation and Language · Computer Science 2025-04-07 Lorenzo Zangari , Candida M. Greco , Davide Picca , Andrea Tagarelli

Large language models are increasingly being used in critical domains of politics, business, and education, but the nature of their normative ethical judgment remains opaque. Alignment research has, to date, not sufficiently utilized…

Computers and Society · Computer Science 2025-11-18 Peter Kirgis

As large language models (LLMs) increasingly participate in tasks with ethical and societal stakes, a critical question arises: do they exhibit an emergent "moral mind" - a consistent structure of moral preferences guiding their decisions -…

Computers and Society · Computer Science 2025-04-28 Avner Seror

Quantifying the moral narratives expressed in the user-generated text, news, or public discourses is fundamental for understanding individuals' concerns and viewpoints and preventing violent protests and social polarisation. The Moral…

Computation and Language · Computer Science 2022-09-15 Oscar Araque , Lorenzo Gatti , Kyriaki Kalimeri

As the impact of large language models increases, understanding the moral values they reflect becomes ever more important. Assessing the nature of moral values as understood by these models via direct prompting is challenging due to…

Computation and Language · Computer Science 2025-05-29 Chaoyi Xiang , Chunhua Liu , Simon De Deyne , Lea Frermann

As LLMs excel on standard reading comprehension benchmarks, attention is shifting toward evaluating their capacity for complex abstract reasoning and inference. Literature-based benchmarks, with their rich narrative and moral depth, provide…

Computation and Language · Computer Science 2025-09-17 Matteo Marcuzzo , Alessandro Zangari , Andrea Albarelli , Jose Camacho-Collados , Mohammad Taher Pilehvar

Moral values play a fundamental role in how we evaluate information, make decisions, and form judgements around important social issues. The possibility to extract morality rapidly from lyrics enables a deeper understanding of our…

Computers and Society · Computer Science 2025-09-18 Vjosa Preniqi , Iacopo Ghinassi , Julia Ive , Kyriaki Kalimeri , Charalampos Saitis

With the rise and widespread use of Large Language Models (LLMs), ensuring their safety is crucial to prevent harm to humans and promote ethical behaviors. However, directly assessing value valence (i.e., support or oppose) by leveraging…

Computers and Society · Computer Science 2025-04-10 Yuxi Sun , Wei Gao , Jing Ma , Hongzhan Lin , Ziyang Luo , Wenxuan Zhang

The relationship between communicated language and intended meaning is often probabilistic and sensitive to context. Numerous strategies attempt to estimate such a mapping, often leveraging recursive Bayesian models of communication. In…

Computation and Language · Computer Science 2023-05-03 Benjamin Lipkin , Lionel Wong , Gabriel Grand , Joshua B Tenenbaum

Large language models (LLMs) are increasingly deployed in domains requiring moral understanding, yet their reasoning often remains shallow, and misaligned with human reasoning. Unlike humans, whose moral reasoning integrates contextual…

Human-Computer Interaction · Computer Science 2025-06-19 Mohna Chakraborty , Lu Wang , David Jurgens

Moral values play a fundamental role in how we evaluate information, make decisions, and form judgements around important social issues. Controversial topics, including vaccination, abortion, racism, and sexual orientation, often elicit…

Computation and Language · Computer Science 2024-07-22 Vjosa Preniqi , Iacopo Ghinassi , Julia Ive , Charalampos Saitis , Kyriaki Kalimeri

The Moral Foundations Dictionary (MFD) is a useful tool for applying the conceptual framework developed in Moral Foundations Theory and quantifying the moral meanings implicated in the linguistic information people convey. However, the…

Computers and Society · Computer Science 2019-03-27 Akiko Matsuo , Kazutoshi Sasahara , Yasuhiro Taguchi , Minoru Karasawa

For years, many studies employed sentiment analysis to understand the reasoning behind people's choices and feelings, their communication styles, and the communities which they belong to. We argue that gaining more in-depth insight into…

Social and Information Networks · Computer Science 2020-04-29 Ece Çiğdem Mutlu , Toktam Oghaz , Ege Tütüncüler , Jasser Jasser , Ivan Garibay

Large language models often produce human-like moral judgments, but it is unclear whether this reflects an internal conceptual structure or superficial ``moral mimicry.'' Using Moral Foundations Theory (MFT) as an analytic framework, we…

Computation and Language · Computer Science 2026-05-20 Chenxiao Yu , Bowen Yi , Farzan Karimi-Malekabadi , Suhaib Abdurahman , Jinyi Ye , Shrikanth Narayanan , Yue Zhao , Morteza Dehghani

Large Language Models (LLMs) have shown impressive moral reasoning abilities. Yet they often diverge when confronted with complex, multi-factor moral dilemmas. To address these discrepancies, we propose a framework that synthesizes multiple…

Computation and Language · Computer Science 2026-02-09 Chenchen Yuan , Zheyu Zhang , Shuo Yang , Bardh Prenkaj , Gjergji Kasneci
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