Hierarchical Classification for POS tagging

I'm working with classification algorithms, especially in the context of multiple tags and hierarchically structured tags (where coarse-grained predictions are desired when the model cannot confidently support finer-grained decisions). I'm just starting to read about Hierarchical classification - does it seem like an appropriate approach for POS tagging?