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Directly applying advancements in transfer learning from BERT results in poor accuracy in domain-specific areas like law because of a word distribution shift from general domain corpora to domain-specific corpora. In our project, we will demonstrate how the pre-trained language model BERT can be adapted to additional domains, such as contract la…