We refer to their output as To ensure the model to predict valid label sequences, we append a first-order conditional random field (CRF) layer to the model (Lample et al., 2016).
the model defines the generation probability of is the set of all generic label sequences for U and φ(y t−1 , y t , u t ) is the potential function.