metadata
license: cc-by-4.0
Morables-PD Dataset
Description
This repository contains a Public Domain, cc-by-4.0 release of the data used in "Morables : A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables", presented at EMNLP 2025.
This parallel release only contains the title-fable-moral triples within Public Domain, with the annotator verified morals.
Each fable has an associated free-text moral, sourced from various websites and books (detailed in the paper). It is intended for use in NLP text understanding and moral inference tasks.
Contents
- File Format: JSON
- Number of Records: 308
- Content of Each Entry:
alias: (str) Unique ID of the fabletitle: (str) Title of the Fablestory: (str) Content of the fable / short storymoral: (str) Moral of the story
- List of files:
Morables-PD.json: story/fable/moral triples, restricted to Open Domain translations;
Citing this dataset
If you use this dataset in your research, please cite the main reference paper:
@inproceedings{marcuzzo2025morables,
title={Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables},
author={Marcuzzo, Matteo and Zangari, Alessandro and Albarelli, Andrea and Camacho-Collados, Jose and Pilehvar, Mohammad Taher},
year={2025},
booktitle={Proceedings of EMNLP},
publisher={Association of Computational Linguistics},
}