While a number of different approaches for domain adaptation have been proposed (Pan and Yang, 2010;Søgaard, 2013), they tend to emphasize bag-ofwords features for classification tasks such as sentiment analysis.
many approaches rely on each instance having a relatively large number of active features, and fail to exploit the structured feature spaces that characterize syntactic tasks such as sequence labeling and parsing (Smith, 2011).