Our hypothesis is that satisfaction polarity can be more or less conveyed by the sentiments of key customer utterances, and meanwhile the sentiments of server utterances are generally polite or non-negative and contain text with context clues which complement the target customer's ut- terances and indirectly affect satisfaction polarity.
we separately denote the customer utterance representations as where M + N = L and L is the total number of utterances in the dialogue.