Assessing Cognitive Linguistic Influences in the Assignment of Blame

Karen Zhou, Ana Smith, Lillian Lee


Abstract
Lab studies in cognition and the psychology of morality have proposed some thematic and linguistic factors that influence moral reasoning. This paper assesses how well the findings of these studies generalize to a large corpus of over 22,000 descriptions of fraught situations posted to a dedicated forum. At this social-media site, users judge whether or not an author is in the wrong with respect to the event that the author described. We find that, consistent with lab studies, there are statistically significant differences in uses of first-person passive voice, as well as first-person agents and patients, between descriptions of situations that receive different blame judgments. These features also aid performance in the task of predicting the eventual collective verdicts.
Anthology ID:
2021.socialnlp-1.5
Volume:
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media
Month:
June
Year:
2021
Address:
Online
Venues:
NAACL | SocialNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
61–69
Language:
URL:
https://aclanthology.org/2021.socialnlp-1.5
DOI:
10.18653/v1/2021.socialnlp-1.5
Bibkey:
Copy Citation:
PDF:
https://aclanthology.org/2021.socialnlp-1.5.pdf