(2) Although human-created data may provide more information in distinguishing similar words, the distributional mismatch between two types of data makes it non-trivial to transfer the knowledge gained from human-created data to tackle automatically-generated data.
the model's performance on automatically-generated data monotonically decreases when given a higher ratio of human-created data.