Purpose and usage of positive and negative influencer ngrams for improving lookup tables

there is no explicit linking between the ngrams and the entitiy, you also don’t specify which ngrams are ‘positive’ or ‘negative’. The ngrams just provide some extra information and the model figures out what to do with that info