arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2106.04830cs.CL
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关键词:文化参考的自动检测

Catchphrase: Automatic Detection of Cultural References

The Hebrew University of Jerusalem(耶路撒冷希伯来大学)

Nir Sweed, Dafna Shahaf

摘要:

Snowclone是一个可定制的短语模板,可以实现多个,即时识别的变体。例如,“* 是新的 *”(橙色是新的黑色,40是新的30)。Snowclones在社交媒体中广泛使用。在本文中,我们研究源自流行文化报价的snowclones,我们的目标是自动检测文本中的文化引用。我们介绍了一个新的,公开的数据集的流行文化报价和相应的snowclone的用法和训练模型。我们发布代码的口号,互联网浏览器插件,自动检测和标记引用实时,并通过用户研究检查其性能。除了帮助人们更好地理解文化参考之外,我们希望检测雪克隆可以补充释义工作,并帮助解决社会科学中关于信息传播动态的长期问题。

英文摘要:

A snowclone is a customizable phrasal template that can be realized in multiple, instantly recognized variants. For example, ``* is the new *" (Orange is the new black, 40 is the new 30). Snowclones are extensively used in social media. In this paper, we study snowclones originating from pop-culture quotes; our goal is to automatically detect cultural references in text. We introduce a new, publicly available data set of pop-culture quotes and their corresponding snowclone usages and train models on them. We publish code for Catchphrase, an internet browser plugin to automatically detect and mark references in real-time, and examine its performance via a user study. Aside from assisting people to better comprehend cultural references, we hope that detecting snowclones can complement work on paraphrasing and help to tackle long-standing questions in social science about the dynamics of information propagation.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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