梅瓦里诗的特征鉴定

Shubham Jain, Kamlesh Dutta
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引用次数: 1

摘要

诗歌是一种用来表达人的感情、情感和想象的文学形式。它是由思想和观念以文字和音调的形式完美融合而成的。梅瓦里语是拉贾斯坦语的一种主要方言,是梅瓦地区绝大多数人口使用的语言。它具有非常重要的意义,因为在梅瓦里创作的许多文学作品都颂扬了伟大的国王,如大王公罗那·普拉塔普、大王公罗那·昆巴等。因此,这种语言的文化意义呈指数增长。尽管具有如此巨大的意义,但在自然语言处理领域,无论是识别、分类还是提取,梅瓦里语领域的工作都很少。和印地语一样,梅瓦里语也是用德文加里语书写的。本文旨在识别梅瓦里文学的各种要素,如韵律程度,否定语气,情绪和诗歌的数量。其思想是提取数据并将其与各种参数进行匹配,以找到隐藏的元素。虽然,在诗歌分类和不同语言的分析方面已经做了大量的工作但这将是第一次对Mewari方言进行研究。通过各种预处理操作,成功预测了韵、负调、语气和数,正确率分别为83.75%、90%、70%和70.7%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of Characteristics of Mewari Poems
Poetry is a type of literature that is used to convey a man’s feeling, sentiments and imaginations. It is formed by a beautiful amalgamation of thoughts and notions in the form of words and tones. Mewari in particular is a major dialect of the Rajasthani language and is spoken by a vast majority of population in the Mewar region. It possess a great importance because many literature works created in Mewari glorifies about the great kings like Maharana Pratap, Maharana Kumbha, etc. Thus the cultural significance of this language increases exponentially. Despite having this huge significance very little work has been done in the field of Mewari language in the field of Natural Language Processing, be it identification, classification or extraction. Like Hindi, the Mewari language is written in Devanagari lipi. This paper aims to identify various elements of a Mewari literature like rhymic extent, negative tone, mood and number of a poem. The idea is to extract the data and match it with various parameters to find the hidden elements. Although, decent amount of work has been done in the field of poetry classification and analysis in different languages but this will be the first work being done on Mewari dialect. Various preprocessing operations were performed and it successfully predicted the Rhyme, Negative Tone, Mood and Number with accuracy of 83.75, 90,70 and 70.7 percentage respectively.
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