Lexical and phrasal alignments can both be represented as pairs of words -in the form of manyto-many mappings among the two phrases' component words in the latter case.
without loss of generality, we formulate alignment as a binary classification task where given all word pairs across two sentences, the goal is to assign each a class label in {aligned, not aligned}.