We score sequences using the function To find the best parse sequence, we predict the output sequencê We learned the parameters of the CRF as part of our neural architecture, then decode using the Viterbi algorithm to compute the best analysis sequence.
this dataset used a different tagset than the pymorphy2 analyzer (Oflazer, 1994), which is based on OpenCorpora data.