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Detection and correction of non word spelling errors in Hindi language

机译:印地语中非单词拼写错误的检测和纠正

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摘要

Hindi, the majority language of India, is still in its infancy stage concerning to natural language processing applications and research. Spelling detection and correction for Hindi language is an important process which has received inadequate attention. Today, there is lots of work available for English Spelling detection and correction but for Hindi, not much work has been done. Unlike English which has only two types of letters i.e. 21 consonants and 5 vowels, Hindi language in addition to 40 consonants, 10 vowels, consists of various types of symbols (ten vowel sign (matras), half letters & halant etc.). So the methods available for English cannot be directly applied for Hindi. Various documents, newspaper, novels, books, magazines, government notice etc. are typed in Hindi so there is need for development of spelling detection and correction tools for Hindi. In this paper author focused on detection and correction of spelling errors in Hindi language for non-word errors.
机译:印地语是印度的主要语言,在自然语言处理应用和研究方面仍处于起步阶段。印地语的拼写检测和纠正是一个重要的过程,尚未引起足够的重视。如今,有许多工作可用于英语拼写检测和纠正,但对于印地语,还没有完成很多工作。与英语只有两种类型的字母(即21个辅音和5个元音)不同,印地语除40个辅音,10个元音外还由各种符号组成(十个元音符号(matras),半个字母和halant等)。因此,英语可用的方法不能直接应用于印地语。在印地语中键入了各种文档,报纸,小说,书籍,杂志,政府公告等,因此需要开发印地语的拼写检测和纠正工具。在本文中,作者着重于检测和纠正印地语中非单词错误的拼写错误。

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