Here, N is the number of tokens of a particular construction found in a corpus, e.g., the number of tokens of all nouns ending in -, and n 1 is the number of types of that construction, e.g., the number of unique nouns ending in -.
we conclude that our method significantly outperforms the rule-based approaches.