With the increasing success of machine translation (MT) in recent years, several researchers have suggested transferring similar methods for monolingual text rewriting tasks.
knight and Marcu (2000) (kM) applied a channel model to the task of sentence compression -dropping words from an individual sentence while retaining its important information, and without sacrificing its grammaticality.