In training data, the number of types of hypernyms is small, and some types appear many times, while the number of types of hyponyms is large, and each type appears only a few times.
words with a hypernym position have tendencies such as domain similarity in addition to the expected features of the prototypical hypernymy, while words with a hyponym position have few tendencies.