This paper proposes a context-aware pruning approach that can effectively solve the inefficiency problem of the coupled model, making coupled sequence labeling more generally applicable.
this work makes the following contributions: (1) We propose and systematically compare two ways for realizing context-aware pruning, i.e., online and offline pruning.