Others extend the token-level approach to jointly identify opinion holders (Choi et al., 2006), and to determine the polarity and inten-sity of the opinion expressions (Choi and Cardie, 2010).
more specifically, we construct segment units from the parse tree of each sentence 1 , and then build up possible segment candidates based on those units.