Modeling content and structure for abstractive review summarization.

•We present a novel abstractive sentiment summarization framework.•We propose 3 alternative content selection and structuring models.•Document discourse structure is used for content (aspect) selection and structuring.•Common sense knowledge-base is used for content selection and structuring.•Both conceptual and discourse structures are used in a hybrid model.