1 can be rewritten aŝ As t is a non-deterministic input (contrarily to κ), t needs to be decoded in a word d of the vocabulary.
we must marginalise for every possible decoding: Furthermore, by applying simple Bayes transformations and making reasonable assumptions, The first term in Eq.