All of these methods bias the training and/or decoding with phrase-level examples obtained by preprocessing a corpus (Och et al., 1999;Watanabe et al., 2002) or by allowing a lexicon model to hold phrases (Marcu and Wong, 2002).
the chunk-based translation model holds the knowledge of how to construct a sequence of chunks from a sequence of words.