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SUMMARISING COMPANY ANNOUNCEMENTS

机译:汇总公司公告

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摘要

This paper describes work that attempts to use language technology as a solution to the problem of information overload. The specific domain of application is the database of company announcements accessible via the web site of the Australian Stock Exchange: to meet regulatory requirements, over 100,000 documents a year are made available via this site, with only limited search facilities. We use a variety of techniques from language technology to make it easier to explore and manage the information in this data set. In this paper, we focus on our use of information extraction, which identifies and extracts important elements of information from a document, and text compaction, which applies linguistically-motived substitutions to reduce potential summary sentences to more compact forms. Together, these techniques provide a way of producing summaries of a significant proportion of the document base.
机译:本文介绍了尝试使用语言技术作为信息过载问题的解决方案的工作。应用程序的特定领域是可通过澳大利亚证券交易所网站访问的公司公告数据库:为满足法规要求,每年仅通过有限的搜索功能就可以通过该网站提供超过100,000个文档。我们使用语言技术中的各种技术来简化探索和管理此数据集中的信息的过程。在本文中,我们集中于信息提取的使用,该信息提取从文档中识别和提取信息的重要元素,以及文本压缩,该文本压缩应用语言动机的替换将潜在的摘要句子减少为更紧凑的形式。这些技术一起提供了一种产生大量文档库摘要的方法。

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