• 主题
高级搜索  >
历史搜索 清空历史
首页> 外文期刊>Foundations and trends in information retrieval >Automatic Summarization
【24h】

Automatic Summarization

机译：自动汇总

获取原文
           
页面导航
  • 摘要
  • 著录项
  • 相似文献
  • 相关主题

摘要

It has now been 50 years since the publication of Luhn's seminal paper on automatic summarization. During these years the practical need for automatic summarization has become increasingly urgent and numerous papers have been published on the topic. As a result, it has become harder to find a single reference that gives an overview of past efforts or a complete view of summarization tasks and necessary system components. This article attempts to fill this void by providing a comprehensive overview of research in summarization, including the more traditional efforts in sentence extraction as well as the most novel recent approaches for determining important content, for domain and genre specific summarization and for evaluation of summarization. We also discuss the challenges that remain open, in particular the need for language generation and deeper semantic understanding of language that would be necessary for future advances in the field.
机译：自鲁恩（Luhn）关于自动摘要的开创性论文发表以来，已经有50年了。在这些年中，对自动摘要的实际需求变得越来越迫切，并且已针对该主题发表了许多论文。结果，要找到一个概述过去工作或概述任务和必要系统组件的完整视图的参考变得越来越困难。本文试图通过对摘要研究进行全面概述来填补这一空白，包括对句子提取的更传统的努力以及确定重要内容，领域和体裁特定摘要以及评估摘要的最新方法。我们还将讨论仍然面临的挑战，特别是对语言生成的需求以及对语言的更深入的语义理解，这对于该领域的未来发展必不可少。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱：kefu@zhangqiaokeyan.com

京公网安备：11010802029741号 ICP备案号：京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有

  • 客服微信

  • 服务号