First, we have the Marginal Popularity score and Conditional Popularity score as two context-independent features, which could compensate for each other.
as discussed in the previous section, some popular public meanings (e.g., "Artificial Intelligence") can be rarely mentioned in enterprise corpus by their full names, therefore both their marginal popularity score and conditional popularity score can be very low.