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issue and hinder the ability to learn subtle distinctions between texts in backpropagation. Additionally, many STS datasets such as MRPC 1 and QQP 2 provide binary labels representing dissimilar (0) and similar (1), which naturally fall within the saturation zone of the cosine function. Let’s talk