Papers with Morality
How Does Stereotype Content Differ across Data Sources? (2024.starsem-1)
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| Challenge: | Existing studies of stereotypes using rating scales capture beliefs and opinions about different social groups. |
| Approach: | They compare stereotype-relevant measures of social group social status with traditional scales and a word-list generation task using free-text data. |
| Outcome: | The results compare with traditional surveys and a spontaneous word-list generation task. |
An unsupervised framework for tracing textual sources of moral change (2021.findings-emnlp)
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| Challenge: | Existing studies on moral sentiment classification and temporal inference of moral sentiment have not quantified the origins of these changes. |
| Approach: | They propose an unsupervised framework for tracing textual sources of moral change toward entities through time. |
| Outcome: | The proposed framework captures fine-grained human moral judgments and identifies coherent source topics of moral change triggered by historical events. |
Exploring LLMs’ Ability to Spontaneously and Conditionally Modify Moral Expressions through Text Manipulation (2025.acl-long)
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| Challenge: | Existing studies on moral-related tasks based on large language models have not been conducted. |
| Approach: | They analyze behavior of Large Language Models (LLMs) among open and uncensored models and use human-annotated datasets to analyze moral-related data. |
| Outcome: | The results show that large language models can alter moral dimensions through text manipulation tasks and moral-related conditioning prompts. |