The most frequent errors are pronouns, followed by proper nouns.
in the English language, the proportion of pronouns is much higher than the proportion of proper nouns, most likely due Table 17 Most frequent errors whenever an incorrect arc (i, j) is predicted instead of the correct arc (i * , j).