TY - GEN
T1 - CharMoral
T2 - 31st International Conference on Computational Linguistics, COLING 2025
AU - Bae, Suyoung
AU - Cho, Gunhee
AU - Li, Boyang
AU - Cheong, Yun Gyung
N1 - Publisher Copyright:
© 2025 Association for Computational Linguistics.
PY - 2025
Y1 - 2025
N2 - This paper introduces CharMoral, a dataset designed to analyze the moral evolution of characters in long-form narratives. CharMoral, built from 1,337 movie synopses, includes annotations for character actions, context, and morality labels. To automatically construct CharMoral, we propose a four-stage framework, utilizing Large Language Models, to automatically classify actions as moral or immoral based on context. Human evaluations and various experiments confirm the framework's effectiveness in moral reasoning tasks in multiple genres. Our code and the CharMoral dataset are publicly available at https://github.com/BaeSuyoung/CharMoral.
AB - This paper introduces CharMoral, a dataset designed to analyze the moral evolution of characters in long-form narratives. CharMoral, built from 1,337 movie synopses, includes annotations for character actions, context, and morality labels. To automatically construct CharMoral, we propose a four-stage framework, utilizing Large Language Models, to automatically classify actions as moral or immoral based on context. Human evaluations and various experiments confirm the framework's effectiveness in moral reasoning tasks in multiple genres. Our code and the CharMoral dataset are publicly available at https://github.com/BaeSuyoung/CharMoral.
UR - https://www.scopus.com/pages/publications/85218492861
M3 - Conference contribution
AN - SCOPUS:85218492861
T3 - Proceedings - International Conference on Computational Linguistics, COLING
SP - 8809
EP - 8818
BT - Main Conference
A2 - Rambow, Owen
A2 - Wanner, Leo
A2 - Apidianaki, Marianna
A2 - Al-Khalifa, Hend
A2 - Di Eugenio, Barbara
A2 - Schockaert, Steven
PB - Association for Computational Linguistics (ACL)
Y2 - 19 January 2025 through 24 January 2025
ER -