The method is called targeted self-training as it is similar in vein to self-training ( McClosky et al. , 2006 ) , with the exception that the new parse data is targeted to produce accurate word reorderings .
reranking and selftraining for parser adaptation
D McClosky E Charniak M Johnson
The parse with the best reordering score is then fixed and added back to the training set and a new parser is trained on resulting data . The method is called targeted self-training as it is similar in vein to self-training ( McClosky et al. , 2006 ) , with the exception that the new parse data is targeted to produce accurate word reorderings . Our method differs as it does not statically fix a new parse , but dynamically updates the parameters and parse selection by incorporating the additional loss in the inner loop of online learning .
The method is called targeted self-training as it is similar in vein to self-training ( @@CITATION ) , with the exception that the new parse data is targeted to produce accurate word reorderings .