... domains, including news articles, scienti c articles, web documents, reviews. Recently thereis an increasing research interest in speech sum-marization, such as conversational telephone speech(Zhu ... usingspeech speci c information, including prosodic fea-tures, dialog structure, and speech recognition con-fidence. In order to provide a summary over opinions, weneed to find out which utterances in ... news articles, scienti c articles, and speech do-mains including broadcast news, meetings, conver-sations and lectures. However, opinion summariza-tion has not been explored much. This can be...