sentence1: given a set of question-answer pairs as the development set , we use the minimum error rate training algorithm to tune the feature weights 位 m i in our proposed model .
sentence2: to set the model parameters 胃 , we used the minimum error rate training algorithm to maximize the f-measure of the 1-best alignment of the model on a development set consisting of sentence pairs with manually generated alignments .