•Machine learning-based sentiment-oriented summarization using linguistic treatment.•Rich feature set using word embedding, sentiment, statistical, linguistic knowledge.•We restrict proposed method in not using much domain-dependent external resources.•It uses a deep-learning-inspired method, for the vector representation.•Results displayed that the method is to be preferred over other methods.
Expert Systems with Applications – Elsevier
Published: Nov 1, 2018
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