... not about asbestoschloride. We use h to refer to the head of the phrase,and w1and w2 to refer to the other two lexical items.Natural Language Processing applications need to recognize NP ... i = 0 to k do Use Lm to train a classifier hmusing only ¯xm, the monolingual features of ¯x Use Lb to train a classifier hbusing only ¯xb, the bilingual features of ¯x Use hm to label ... accord-ing to argmaxy=1,0P r(y|xm)P r(y|xb). The hyperparameters of the algorithm are 1) k, the number of iterations, 2) umand ub, the size of the smaller unlabeled pools, 3) nmand nb, the...