Efficient Sequence Labeling with Actor-Critic Training

Saeed Najafi, Colin Cherry, Grzegorz Kondrak

Neural approaches to sequence labeling often use a Conditional Random Field (CRF) to model their output dependencies, while Recurrent Neural Networks (RNN) are used for the same pu…