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Probabilistic methods for a Japanese syllable cipher. (English)
Li, Wenjie (ed.) et al., Computer processing of oriental languages. Language technology for the knowledge-based economy. 22nd international conference, ICCPOL 2009, Hong Kong, March 26‒27, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-00830-6/pbk). Lecture Notes in Computer Science 5459. Lecture Notes in Artificial Intelligence, 270-281 (2009).
Summary: This paper attacks a Japanese syllable-substitution cipher. We use a probabilistic, noisy-channel framework, exploiting various Japanese language models to drive the decipherment. We describe several innovations, including a new objective function for searching for the highest-scoring decipherment. We include empirical studies of the relevant phenomena, and we give improved decipherment accuracy rates.
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