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机器学习论文:研究BHARTRHARI的新观点:认知NLP(New Vistas to study Bhartrhari: Cognitive NLP)

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40381438 发表于 2018-10-11 09:05:03 | 显示全部楼层 |阅读模式
40381438 2018-10-11 09:05:03 255 0 显示全部楼层
机器学习论文:研究BHARTRHARI的新观点:认知NLP(New Vistas to study Bhartrhari: Cognitive NLP)梵语的语法传统已经开始与帕尼尼的阿斯塔迪亚伊一起作为一个帕达斯帕斯拉,最终在巴特哈里的手中达到了Vakyasastra。自从Ashok Aklujkar提交博士学位以来,语法学家 - 哲学家Bhartrhari和他的权威着作“Vakyapadiya”一直是现代学者的研究问题,至少有50多年的历史。哈佛大学学位论文。句子和单词作为语言中有意义的语言单位的概念已经成为后来许多作品中讨论的主题。虽然有些学者运用语言技术来批判地确立了伯特哈里的作品,但其他一些学者却致力于从中探索哲学的本质。其他一些人从现代语言学和心理学的角度研究了他的作品。很少有人试图通过逻辑讨论来证明这些观点的合理性。在本文中,我们提出了一个新的观点来研究Bhartrhari和他的作品,尤其是'Vakyapadiya'。该视图来自自然语言处理(NLP)领域,更具体地说,是所谓的认知NLP。我们研究了Bhartrhari在'Vakyapadiya'第二章开头给出的句子的定义。我们通过进行实验并遵循静默阅读梵文段落的方法,研究了其中一种定义。我们收集参与者的凝视行为数据并进行分析,以了解人类思维中的潜在理解程序并展示我们的结果。我们使用T检验评估结果的统计学意义,并讨论我们工作的警告。我们还提供了一些关于这个实验的一般性评论以及这种方法的有用性,以便在Bhartrhari的工作中获得更多的见解。
The Sanskrit grammatical tradition which has commenced with Panini'sAstadhyayi mostly as a Padasastra has culminated as a Vakyasastra, at the handsof Bhartrhari.The grammarian-philosopher Bhartrhari and his authoritative work'Vakyapadiya' have been a matter of study for modern scholars, at least formore than 50 years, since Ashok Aklujkar submitted his Ph.D.dissertation atHarvard University.The notions of a sentence and a word as a meaningfullinguistic unit in the language have been a subject matter for the discussionin many works that followed later on.While some scholars have appliedphilological techniques to critically establish the text of the works ofBhartrhari, some others have devoted themselves to exploring philosophicalinsights from them.Some others have studied his works from the point of viewof modern linguistics, and psychology.Few others have tried to justify theviews by logical discussions.In this paper, we present a fresh view to study Bhartrhari, and his works,especially the 'Vakyapadiya'.This view is from the field of Natural LanguageProcessing (NLP), more specifically, what is called as Cognitive NLP.We havestudied the definitions of a sentence given by Bhartrhari at the beginning ofthe second chapter of 'Vakyapadiya'.We have researched one of thesedefinitions by conducting an experiment and following the methodology ofsilent-reading of Sanskrit paragraphs.We collect the Gaze-behavior data ofparticipants and analyze it to understand the underlying comprehensionprocedure in the human mind and present our results.We evaluate thestatistical significance of our results using T-test, and discuss the caveatsof our work.We also present some general remarks on this experiment andusefulness of this method for gaining more insights in the work of Bhartrhari.机器学习论文:研究BHARTRHARI的新观点:认知NLP(New Vistas to study Bhartrhari: Cognitive NLP) HJBuE8cn8qtXXOKr.jpg
URL地址:https://arxiv.org/abs/1810.04440     ----pdf下载地址:https://arxiv.org/pdf/1810.04440    ----机器学习论文:研究BHARTRHARI的新观点:认知NLP(New Vistas to study Bhartrhari: Cognitive NLP)
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