同源语言的计算作者分析

Maria Fasoi, John Pavlopoulos, M. Konstantinidou
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引用次数: 2

摘要

《伊利亚特》和《奥德赛》是许多作者共同努力的产物,每个作者都贡献了未知的文本部分,而且仍然无法确定是否有一个人(或不同的诗人群体)贡献了更大块的额外诗句,甚至是整本书。在这项工作中,我们采用字符级统计语言模型来分析荷马文本的计算作者身份,并研究《伊利亚特》和《奥德赛》两本书之间的语言接近性和差异性。我们表明,有些书比其他书更接近,而有些书在语言上与其他书相去甚远。此外,我们还考察了荷马诗歌与四首荷马赞美诗之间的语言联系,表明《致阿芙罗狄蒂》在语言上接近,而《致赫尔墨斯》在语言上远离《伊利亚特》和《奥德赛》。在最后的实验中,我们展示了统计语言模型可以用来对伊利亚特和奥德赛之间的摘录进行分类,类似于普通的人类专家。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computational Authorship Analysis of Homeric Language
Iliad and Odyssey are products of a collective effort involving numerous authors, each contributing unknown portions of text, and it still cannot be determined whether a single individual (or distinct group of poets) contributed larger chunks of such additional verses, or even whole Books. In this work, we employed character-level statistical language modeling to analyse the computational authorship of Homeric text and study the linguistic proximity and divergence between the books of Iliad and Odyssey. We show that some pairs of books are much closer than others and that some books are linguistically far from the rest. Furthermore, we investigated the linguistic association between the Homeric poems and four Homeric hymns, showing that “To Aphrodite” is linguistically close and that “To Hermes” is linguistically far from both, Iliad and Odyssey. In a final experiment, we show that statistical language models can be used to classify excerpts between Iliad and Odyssey similarly to the average human expert.
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