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A Fast Algorithm for Computing Prefix Probabilities

Published • Jan 1, 2023
NobleIDNI8P567W356R370S445
Authors:
Franz Nowak
,
Ryan Cotterell

Abstract

Multiple algorithms are known for efficiently calculating the prefix probability of a string under a probabilistic context-free grammar (PCFG). Good algorithms for the problem have a runtime cubic in the length of the input string. However, some proposed algorithms are suboptimal with respect to the...

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