论文标题

可解释的模式,用于区分和预测Reddit的道德判断

Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit

论文作者

Efstathiadis, Ion Stagkos, Paulino-Passos, Guilherme, Toni, Francesca

论文摘要

Reddit中的R/Amitheasshole论坛基于用户提出的具体叙述主持了关于道德问题的讨论。对论坛的现有分析重点介绍其评论,并且不会使基础数据公开可用。在本文中,我们构建了一个新的评论数据集,并研究论坛中帖子的分类。此外,我们确定了与帖子挑衅道德判断相关的文本模式,在评论中表达了道德立场,以及训练有素的帖子和评论分类器的决定。

The forum r/AmITheAsshole in Reddit hosts discussion on moral issues based on concrete narratives presented by users. Existing analysis of the forum focuses on its comments, and does not make the underlying data publicly available. In this paper we build a new dataset of comments and also investigate the classification of the posts in the forum. Further, we identify textual patterns associated with the provocation of moral judgement by posts, with the expression of moral stance in comments, and with the decisions of trained classifiers of posts and comments.

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