... using a small set of terms and translations to obtain mixed-code snippets from a search engine, and automatically annotating the snippets with tags and features for training a conditional random ... the translations for these 2,181 test data, and automatically evaluate the results using the metrics of coverage, i.e. when system was able to produce translation candidates, and exact match ... snippets, and generate features for each tokens in the same way as done in the training phase. We then use the trained model to tag the snippets, and extract translation candidates by identifying...