Several works have attempted to link gradable adjectives with numerical quantities that co-occur in the context of the gradable adjective mention (Shivade et al., 2016;Narisawa et al., 2013).
this dependence on corpus resources to find evidence for gradability requires complex information extraction and suffers greatly from sparsity, especially when attempting to ground adjectives in a new domain.