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Natural language statistical features of LSTM-generated texts
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Natural Language Statistical Features of LSTM-generated Texts ...
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Complexity and universality in the long-range order of words ...
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Keywords and Co-Occurrence Patterns in the Voynich Manuscript: An Information-Theoretic Analysis
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Abstract:
The Voynich manuscript has remained so far as a mystery for linguists and cryptologists. While the text written on medieval parchment -using an unknown script system- shows basic statistical patterns that bear resemblance to those from real languages, there are features that suggested to some researches that the manuscript was a forgery intended as a hoax. Here we analyse the long-range structure of the manuscript using methods from information theory. We show that the Voynich manuscript presents a complex organization in the distribution of words that is compatible with those found in real language sequences. We are also able to extract some of the most significant semantic word-networks in the text. These results together with some previously known statistical features of the Voynich manuscript, give support to the presence of a genuine message inside the book.
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Keyword:
Research Article
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URL: http://www.ncbi.nlm.nih.gov/pubmed/23805215 https://doi.org/10.1371/journal.pone.0066344 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3689824
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Universal Entropy of Word Ordering Across Linguistic Families
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Dynamics of text generation with realistic Zipf distribution ...
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Beyond the Zipf-Mandelbrot law in quantitative linguistics ...
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Entropic analysis of the role of words in literary texts ...
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