Researchers, such as (Polanyi and Zaenen, 2006), have discussed how the discourse structure can influence opinion interpretation; and previous work, such as (Asher et al., 2008;Somasundaran et al., 2008), have developed annota-tion schemes for interpreting opinions with discourse relations.
they do not empirically demonstrate how automatic methods can use their ideas to improve polarity classification.