We identify each aspect, its relevant sentiment and the target location entity jointly by introducing a new polarity class called "None".
"None" indicated that a sentence does not contain an opinion for the aspect a of location l. the overall task can be defined as a three-class classification task for each (l, a) pair with labels "Positive", "Negative", "None".