For this reason, the relative positions of the words in the sequence is very significant information to be considered in our task.
furthermore, due to the limited labeled data most neural-based models with a large number of parameters can not be trained well.effective methods for solv-ing these particular challenges need to be developed for this new scientific resource classification task.