Several weakly-supervised methods address this problem by using a few keywords per aspect as supervision to guide the learning process.
s1, on the other hand, does not address the target with plain and general words, but instead use more specific words like "semi-private" and "date" which are uniquely used when people feel good about the ambience instead of other aspects.