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Linking Social Media Posts to News with Siamese Transformers

机译:将社交媒体帖子与暹罗变形金刚联系起来

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Many computational social science projects examine online discourse surrounding a specific trending topic. These works often involve the acquisition of large-scale corpora relevant to the event in question to analyze aspects of the response to the event. Keyword searches present a precision-recall trade-off and crowd-sourced annotations, while effective, are costly. This work aims to enable automatic and accurate ad-hoc retrieval of comments discussing a trending topic from a large corpus, using only a handful of seed news articles.
机译:许多计算社会科学项目审查了围绕特定趋势主题的在线话语。这些作品往往涉及收购与有关事件相关的大型语料库,以分析对事件的响应的方面。关键字搜索呈现精确召回权衡和人群资源注释,有效,昂贵。这项工作旨在启用自动和准确的Ad-Hoc检索评论,讨论大型语料库中的趋势主题,只使用少数种子新闻文章。

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