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Domain Adaptation with BERT based Domain Classification and Data Selection

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Figure

Figure 2: Setup for BERT domain adaptation withMMD-based domain regularization.
Table 2: Transfer performance (accuracy) of differentdomain adaptation methods.“IFT”: in-domain fine-tuning
Figure 4: Transfer performance from MNLI to SNLIfor five learning curricula. “Most Similar” curriculumachieves the best convergence rate and transfer perfor-mance.

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