... relevant to the target concerned. Therefore, we argue that existing information representation i.e. bag -of- word, cannot satisfy the information needs for opinion retrieval. In this paper, ... objective of opinion retrieval. We then illu-strate the limitations of current opinion retrieval approaches, and analyze the motivation of our method. 2.1 Formal Description of Problem ... “tradi-tional” named entity (e.g. a name of person, lo-cation, or organization, etc.), a concept (e.g. a type of technology), or an event (e.g. presidential election). The topic of the document...