结合主题分割和自动文摘的演示文稿生成方法

A SLIDES GENERATION METHOD COMBINING TOPIC SEGMENTATION AND AUTOMATIC SUMMARIZATION

  • 摘要: 通过演示文稿传播学术成果是一种常见做法,然而手工制作演示文稿过于繁琐。该文以学术论文为蓝本,提出一种结合主题分割和自动文摘的演示文稿生成方法。该方法首先在论文章节结构的基础上对正文进行主题分割,构建演示文稿层次结构,再利用自动文摘抽取论文中的重要文本,基于主题生成演示文稿。实验证明,该方法生成的演示文稿不仅体现论文的行文逻辑,在ROUGE-1、ROUGE-2、ROUGE-L三个指标上也均有所提高。

     

    Abstract: It is a common practice to disseminate academic results through presentations, however, presentation slides are often made by hand and it is a tedious task. Taking academic papers as the source, this paper proposes a presentation slides generation method combining topic segmentation and automatic summarization. The main text was segmented by topic based on chapter structure, the hierarchical structure of presentation was constructed, and the important text in the paper was automatically abstracted, as the result, the presentation slides were generated based on the topic. Experimental results show that this method not only reflects the writing logic of the paper, but also improves the ROUGE-1, ROUGE-2 and ROUGE-L index.

     

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