In bag-of-words models, phrase and sentence representations are independent of word order; for example, they can be generated by averaging constituent word representations (Landauer and Dumais, 1997;Foltz et al., 1998).
sequence models construct sentence representations as an order-sensitive function of the sequence of tokens (Elman, 1990;Mikolov, 2012).