Another approach for automatic labeling is cotraining (Blum and Mitchell, 1998).
with two classifier C 1 and C 2 classifying the same input sentence S with labels l 1 and l 2 , S is labeled as l only if l 1 = l 2 = l. a sentence is labeled and used to train a model only when the two classifiers agree.