论文标题

WANLP 2022的概述有关阿拉伯语宣传检测的共享任务

Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic

论文作者

Alam, Firoj, Mubarak, Hamdy, Zaghouani, Wajdi, Martino, Giovanni Da San, Nakov, Preslav

论文摘要

宣传是一个人或一个群体的意见或行动的表达,旨在影响其他个人或群体的意见或行为,参考预定目的,这是通过定义明确的修辞和心理设备来实现的。宣传技术通常在社交媒体中用于操纵或误导用户。因此,最近有许多关于自动检测文本和模因中宣传技术的研究。但是,到目前为止,重点主要放在英语上。为了弥合这一语言差距,我们在WANLP 2022研讨会的一部分中运行了一项共同的任务,以检测阿拉伯语推文中的宣传技术,其中包括两个子任务。子任务〜1要求确定推文中使用的一组宣传技术,这是一个多标签分类问题,而子任务〜2要求检测到一条推文中使用的宣传技术以及每种宣传技术的精确跨度。这项任务吸引了63个团队注册,最终14和3团队分别提交了子任务1和2。最后,11个团队提交了系统描述论文。

Propaganda is the expression of an opinion or an action by an individual or a group deliberately designed to influence the opinions or the actions of other individuals or groups with reference to predetermined ends, which is achieved by means of well-defined rhetorical and psychological devices. Propaganda techniques are commonly used in social media to manipulate or to mislead users. Thus, there has been a lot of recent research on automatic detection of propaganda techniques in text as well as in memes. However, so far the focus has been primarily on English. With the aim to bridge this language gap, we ran a shared task on detecting propaganda techniques in Arabic tweets as part of the WANLP 2022 workshop, which included two subtasks. Subtask~1 asks to identify the set of propaganda techniques used in a tweet, which is a multilabel classification problem, while Subtask~2 asks to detect the propaganda techniques used in a tweet together with the exact span(s) of text in which each propaganda technique appears. The task attracted 63 team registrations, and eventually 14 and 3 teams made submissions for subtask 1 and 2, respectively. Finally, 11 teams submitted system description papers.

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