Positive correlation scores for all models reveal that pairs with high graded LE scores naturally imply some degree of semantic similarity (e.g., author / creator).
the scores with similarity-specialized models are much lower than the human performance in the graded LE task, which suggests that they cannot capture intricacies of the task accurately.