An estimate method of the minimum entropy of natural languages

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Abstract

The study of minimum entropy of English has a long history and has made a great progress, but only a few studies on other languages have been reported in literature so far. In this paper, we present a new method to estimate the minimum entropy of character in natural languages, based on two hypotheses of conservation of information quantity. We also verified the hypotheses empirically through experiments with two natural languages, Japanese and Chinese.

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Ren, F., Mitsuyoshi, S., Yen, K., Zong, C., & Zhu, H. (2003). An estimate method of the minimum entropy of natural languages. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2588, pp. 382–392). Springer Verlag. https://doi.org/10.1007/3-540-36456-0_39

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