charagram: Embedding Words and Sentences via Character n-grams
Table 4: Results on part-of-speech tagging.
['Model', 'Accuracy (%)']
Performance is similar across models. We found that adding a second fully-connected 150 dimensional layer to the charagram model improved results slightly.