We also take into consideration the weight-normed interest maps Kobayashi et al. Then we encode examples from every GLUE task, create the interest maps for each and every BERT head, and use our trained classifiers to estimate how many patterns of each form we get. Furthermore, it is now clear that numerous existing NLP datasets have all kinds of biases and artifacts Gururangan et al.
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