This analysis of the input question affects the subset of documents that will be examined and ultimately plays a key role in determining the answers the system chooses to produce.
we initially formulated paraphrase selection as a three-way classification problem, with an attempt to label each paraphrase as being "worse," the "same," or "better" than the original question.