You can try Level Mood Analysis . Good efforts are already being made to find opinions on aspects of the proposal. You can find some work here . You can also go further and deeper and look at those articles that are related to extraction (aspect) . What does it mean? Let me give you an example:
"The quality of the screen is great, but the battery life is short."
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