The isolated analysis approach is inappropriate because i) it sacrifices acuracy by ignoring the intricate interplay among different types of relations; ii) it could lead to conflicting predictions such as estimating a relation candidate as both negative and comparative.
in this paper, we identify instances of both sentiment polarities and comparative relations for entities of interest simultaneously.