Text Summarization of Hindi Documents Using Rule Based Approach

Manisha Gupta, N. Garg
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引用次数: 19

Abstract

Automatic summarization plays an important role in document processing system and information retrieval system. Generation of summary of a text document is a very important part of NLP. There are a number of scenarios where automatic construction of such summaries is useful. Text summarization is that process which convert a larger text into its shorter form maintaining its information. Summary of a longer text saves the reading time as it contain lesser number of lines but all important information of the original text document. In this paper we present a novel approach for text summarization of Hindi text document based on some linguistic rules. Dead wood words and phrases are also removed from the original document to generate the lesser number of words from the original text. Proposed system is tested on various Hindi inputs and accuracy of the system in form of number of lines extracted from original text containing important information of the original text document.
基于规则方法的印地语文档文本摘要
自动摘要在文档处理系统和信息检索系统中起着重要的作用。文本摘要的生成是自然语言处理的重要组成部分。在许多场景中,这种摘要的自动构造非常有用。文本摘要是将较长的文本转换为较短的文本形式,并保留其信息的过程。较长的文本摘要包含较少的行数,但却包含了原始文本文档的重要信息,从而节省了阅读时间。本文提出了一种基于语言规则的印地语文本摘要方法。从原始文档中删除无用的单词和短语,以从原始文本中生成较少数量的单词。提出的系统测试了各种印地语输入和系统的准确性,从原始文本中提取了包含原始文本文档重要信息的行数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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