A disadvantage of character-based models is the use of limited contextual information.
when it is applied to English POS-tagging using feature templates from Collins (2002), it gave similar accuracy to the Table 25 Comparison of dependency accuracies between phrase-structure parsing and dependency parsing using CTB5 data.