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Eight-headed MT Clinical BERT with a round robin training schedule. Each Entailment head predicts a one-hot class indicator. The Semantic Text Similarity (STS) head predicts a similarity score in [0, 5] representing the semantic similarity of the 2 input sentences. Each Named Entity Recognition head predicts a one-hot entity indicator for each input sub-word token.
