In Table 5, we compare the sentiment prediction results of MILNET, CAMIL r , CAMIL s and CAMIL f ull .
in order to predict service satisfaction and identify sentiments of all customer utterances with available satisfaction labels, we propose a CAMiL model based on multiple instance learning approach.