Decipherment as Regression: Solving Historical Substitution Ciphers by Learning Symbol Recurrence Relations

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Knowledge Triples

Source Entity	Relationship	Target Entity
Decipherment Task	uses	Recurrence Encoding Method
Decipherment Model Method	learns	Recurrence Relations OtherEntity
Decipherment Model Method	predicts	Plaintext Sequence OtherEntity
Recurrence Encoding Method	creates	Synthetic Dataset Material
Substitution Cipher Task	involves	Decipherment Task
Synthetic Dataset Material	trains	Decipherment Model Method