manually POS tagged) sentence, we select its neighbours u (i) in the source domain as additional features.
we measure the similarity, sim(u , between the source domain distributions of u (i) and w, and select the top r similar neighbours u (i) for each word w as additional features for w. We refer to such features as distributional features in this work.